diff --git a/README.md b/README.md index de91bee1748f9337df88097ac07b1999d88c4450..5c1b00e12b63b874aee6b395cfd718f18004d9bc 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,16 @@ Experimental budget-limited mmBERT-base joint fine-tuning checkpoint. One shared encoder, 2 residual category BIO/insertion outputs (`text.encoding`, `text.spelling`), and the pretrained MLM vocabulary head. Declared schema rules detect deterministic violations before neural classification. Correction generates a complete cell inside `` beside the visible `` in the same cell. Valid copies are training targets too. The MLM head emits replacement tokens followed by `END_EDIT` and visible padding tokens. Completed optimizer updates: **3600**. This checkpoint is a research baseline, not a validated automatic cleaning system. +## End-to-end test: 76 held-out tables + +The frozen full CSV pipeline repaired **48/67 faulty cells**, with **0/8,600 valid cells harmed**. It applied one incorrect replacement to an already faulty cell: Japanese mojibake corresponding to aluminium was changed to cardboard despite low pseudo-perplexity. Thus low perplexity is not a correctness guarantee. All 18 explicit hard-negative cases were preserved. + +The panel covers 18 business categories and seven languages, including open-vocabulary residual cases. Detection and perplexity thresholds were held fixed from validation; gold locations and values were never supplied to inference. This is a representative synthetic panel, not the entire test split. + +On the same 55 cases evaluated previously: **30/45 repairs and zero valid cells harmed**, compared with 23/45 repairs and 55 valid cells harmed in the earlier pipeline. This is a whole-pipeline comparison. Remaining gaps include unsupported deterministic contracts, ambiguous relational repairs, missing values and linked field swaps. + +See [findings](evaluation/v2/FINDINGS.md), [summary](evaluation/v2/summary.json) and [visual report](evaluation/v2/review.html). Evaluated model revision: `913f3efbf4f0557b1ad5ec1693730d8b7535ac58`; weights are unchanged by this documentation update. + ## Use and resume The custom model must be loaded through the accompanying self-contained `train_tabfix.py`, not `AutoModelForMaskedLM` directly. Its weights include detection heads and have a custom key layout. `load_checkpoint(path, device)` returns the model and tokenizer; `Consumer`, `predict_edits` and `generate_repair` implement input alignment and suggestions. The command `uv run train_tabfix.py --resume Antix5/tabfix-preview --verify-only` verifies checksums and loads the model. Resume training with `--resume ... --repo-id ... --train-seconds 1200`; hardware timeouts must be set separately. diff --git a/checkpoint.json b/checkpoint.json index edbae010abb933f01ff729bc5da9db8fc8dbb313..f39545a57d051c4f95f9fe88f5b06c5c211c9401 100644 --- a/checkpoint.json +++ b/checkpoint.json @@ -13,7 +13,7 @@ "metrics.json": "05d4275b333608c81fd73556dfdeb81312e4f8dae74b33f9333e4efcdfaa8cc0", "categories.json": "da00946a1a8dfd24dd3bd01f47a4493abe6ade281d6a8571ae9728e0406d4aab", "train_tabfix.py": "b16a43dbb276461d319a05bd4719de7520e0612fa23f7d83fb5fba58bebbc24f", - "README.md": "fc6bcbfce73f615f06f0eee80865ecf9853d2deb835b34c8d0c98dd92c11aadf", + "README.md": "b1da944908d669137ba6fc09477c8f0f8c2754e1b072c6138d0447d57a53e62c", "LICENSE": "b6c1c7bb5aae03bb6b3396fc7c65cbe7306c422ed424b0b7b687d9a50cc15412", "BASE_MODEL_CARD.md": "35724415037ee3159aa733c16050620cc19a76219112a6ceeb3949572e0b37e9" }, diff --git a/evaluation/v2/FINDINGS.md b/evaluation/v2/FINDINGS.md new file mode 100644 index 0000000000000000000000000000000000000000..4571e6be490c610af9044f30381dd9cfedceeafc --- /dev/null +++ b/evaluation/v2/FINDINGS.md @@ -0,0 +1,19 @@ +# V2 end-to-end findings + +76 frozen synthetic test tables, seven languages and all 18 business categories. Checkpoint `913f3efbf4f0557b1ad5ec1693730d8b7535ac58`; dataset `602b8a454ca448713d8a5658650d4feaad8d579c`. Full published CSV pipeline; no gold locations or values supplied. Detection and perplexity thresholds were frozen from validation. + +- 48/67 faulty cells repaired exactly (71.6%). One additional attempted correction is incorrect; 18 faulty cells remain unchanged. +- 0/8,600 valid cells harmed; one valid cell flagged but preserved. None of the 18 explicit hard-negative tables was harmed. +- 59/67 faulty cells localized by cell-level proposals. Relation-level warnings without an identified faulty member are reported separately and are not counted as localization. +- 49 changes were applied: seven deterministic canonicalizations and 42 model outputs. Of these, 48 match the reference and one does not. +- On the same 55 historical tables: 30/45 repairs and 0/6,193 valid cells harmed, versus 23/45 repairs and 55/6,193 harmed with the previous pipeline. This compares complete pipelines, not the backbone alone. + +## Remaining errors + +- Encoding: 7/9 repaired; Greek mojibake rejected above the frozen perplexity threshold. A Japanese mojibake value meaning aluminium was changed to cardboard, incorrectly accepted with pseudo-perplexity 1.000269. Low perplexity does not establish semantic correctness. +- Spelling: 8/9 repaired; the Japanese truncated `陶器カッ` (reference `陶器カップ`) was left unchanged after a high-perplexity proposal. +- Numeric type: one unsupported case, `1 000,50x`, was not flagged. It needs additional executable format coverage, not automatically another neural class. +- Seven unit/dependency/temporal inconsistencies remain. Some generate group warnings with no unique faulty member; the current rule engine also leaves contracts such as unit-factor and the observed balance relation unsupported. These are pipeline limitations, not evidence that the correction head failed after receiving a valid target. +- Four missing cells and four swapped cells are localized but remain unresolved. Repeated original/empty outputs were blocked by schema validation. The current independent-cell recipe does not recover arbitrary missing contents or jointly repair swaps. + +The two date-format examples were both repaired, but this sample is too small for a broad date-quality claim. No threshold or model change was made based on this test. The report preserves every case and reference for inspection. diff --git a/evaluation/v2/README.md b/evaluation/v2/README.md index 3400fcff2e5271d90cee5f30ebae0449d19ed19d..ae78b0e26cb4798a9e9b7e086aabda0bc27a53cc 100644 --- a/evaluation/v2/README.md +++ b/evaluation/v2/README.md @@ -16,6 +16,7 @@ Model revision: `913f3efbf4f0557b1ad5ec1693730d8b7535ac58`. Dataset: `602b8a454c "detected_faulty_cells": 59, "flagged_valid_cells": 1, "faulty_cells": 67, + "incorrect_replacements": 1, "hard_negative_cases": 18, "hard_negative_cases_harmed": 0 }, diff --git a/evaluation/v2/cases/00179669a63111e736586cccbcd6588f3d54ff7c49a67ffb9720f1a3bc7a4f11/review.html b/evaluation/v2/cases/00179669a63111e736586cccbcd6588f3d54ff7c49a67ffb9720f1a3bc7a4f11/review.html index 7032c50130e5fb76a93ac36460c22f5dbcaf0da7..d48dfdaa0db21b66d7313b4ddca52644b98ef409 100644 --- a/evaluation/v2/cases/00179669a63111e736586cccbcd6588f3d54ff7c49a67ffb9720f1a3bc7a4f11/review.html +++ b/evaluation/v2/cases/00179669a63111e736586cccbcd6588f3d54ff7c49a67ffb9720f1a3bc7a4f11/review.html @@ -1,7 +1,7 @@ TabFix — end-to-end CSV review

Does TabFix fix this CSV?

Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · CPU inference 0.4 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier." +
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · GPU inference 0.4 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier." 2
3RC-00000500000105Mélange garance1625g1.625kg3087532500LT-000205LUMA "Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 6 traite ce dossier." 6
4RC-00002700000127Mélange indigo750g0.75kg1425015000LT-000227Luma AtelierVérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 7 traite ce dossier.
5RC-00002800000128Mélange ocre1.625kg1625g3087532500LT-000228luma
6RC-00002900000129Mélange garance2500g2.5kg4750050000LT-000229LUMA "Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 2 traite ce dossier." 30
7RC-00003000000130Mélange indigo0.5kg500g950010000LT-000230Luma 東京Vérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 3 traite ce dossier.
8RC-00003100000131Mélange ocre1375g1.375kg2612527500LT-000231Luma AtelierVérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 4 traite ce dossier.
9RC-00003200000132Mélange garance2.25kg2250g4275045000LT-000232luma
10RC-00003300000133Mélange indigo250g0.25kg47505000LT-000233LUMA "Vérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 6 traite ce dossier." diff --git a/evaluation/v2/cases/01c4801f223eeba89340c917d1f6c5d467ddfb39fbc83252e943e174c4aaa3fd/review.html b/evaluation/v2/cases/01c4801f223eeba89340c917d1f6c5d467ddfb39fbc83252e943e174c4aaa3fd/review.html index ed65cfa2a6423dccc4ad3083547aee8913e0f368..94719830e0e51657b2258fee3dce81f676042e7c 100644 --- a/evaluation/v2/cases/01c4801f223eeba89340c917d1f6c5d467ddfb39fbc83252e943e174c4aaa3fd/review.html +++ b/evaluation/v2/cases/01c4801f223eeba89340c917d1f6c5d467ddfb39fbc83252e943e174c4aaa3fd/review.html @@ -1,7 +1,7 @@ TabFix — end-to-end CSV review

Does TabFix fix this CSV?

Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
108Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · CPU inference 0.31 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier." +
108Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · GPU inference 0.31 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier." 2
3RC-00000200000102Mélange garance1.875kg1875g3562537500LT-000202Luma 東京Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 3 traite ce dossier.
4RC-00000300000103Mélange indigo2750g2.75kg5225055000LT-000203Luma AtelierVérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 4 traite ce dossier.
5RC-00000400000104Mélange ocre0.75kg750g1425015000LT-000204luma
6RC-00001700000117Mélange de noix625g0.625kg1187512500LT-000217LUMA "Vérifier la fiche jointe avant de déplacer Mélange de noix ; le poste 4 traite ce dossier." 18
7RC-00002700000127Mélange indigo750g0.75kg1425015000LT-000227Luma AtelierVérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 7 traite ce dossier.
8RC-00003600000136Mélange indigo2.875kg2875g5462557500LT-000236luma
9RC-00004100000141Mélange garance1500g1.5kg2850030000LT-000241LUMA "Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 7 traite ce dossier." 42
Every detection and application decision
[]
\ No newline at end of file diff --git a/evaluation/v2/cases/0483520cd0f203c1d5e27d890f1760972c94dacfee0af68878d635d71248bece-open/review.html b/evaluation/v2/cases/0483520cd0f203c1d5e27d890f1760972c94dacfee0af68878d635d71248bece-open/review.html index c4bf143d65af53bb585fb295f3ad56ef5a1e17e9..732e0f475561b94f004cd4b0b0a922b602223629 100644 --- a/evaluation/v2/cases/0483520cd0f203c1d5e27d890f1760972c94dacfee0af68878d635d71248bece-open/review.html +++ b/evaluation/v2/cases/0483520cd0f203c1d5e27d890f1760972c94dacfee0af68878d635d71248bece-open/review.html @@ -1,7 +1,7 @@ TabFix — end-to-end CSV review

Does TabFix fix this CSV?

Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · CPU inference 0.65 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult
7Item"Rubber foo""Rubber foot""Rubber foot"Repairedtext.spelling
7Service class"C?""C""C"Repairedschema.category

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA "Check the attached card before moving Cotton belt; station 2 handles this record." +
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · GPU inference 0.65 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult
7Item"Rubber foo""Rubber foot""Rubber foot"Repairedtext.spelling
7Service class"C?""C""C"Repairedschema.category

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA "Check the attached card before moving Cotton belt; station 2 handles this record." 2
3RC-00000900000109Steel hinge1000.50A112.4226.62ALUMA "Check the attached card before moving Steel hinge; station 3 handles this record." 10
4RC-00003000000130Steel hinge1 000,50A105.1551.50ALuma 東京Check the attached card before moving Steel hinge; station 3 handles this record.
5RC-00003300000133Steel hinge1000.50A25.5411.08ALUMA "Check the attached card before moving Steel hinge; station 6 handles this record." 34
6RC-00003400000134Cotton belt1 000,50B35.6717.01BLuma 東京Check the attached card before moving Cotton belt; station 7 handles this record.
7RC-00003500000135Rubber foot1000.50C45.823.2CLuma AtelierCheck the attached card before moving Rubber foot; station 1 handles this record.
8RC-00003600000136Steel hinge1 000,50A55.9329.65Aluma
9RC-00003700000137Cotton belt1000.50B66.0636.36BLUMA "Check the attached card before moving Cotton belt; station 3 handles this record." diff --git a/evaluation/v2/cases/095635d0edb559ecd27a6203a9cc861ee48b26d4552868f4d817f45a5ecf8374/review.html b/evaluation/v2/cases/095635d0edb559ecd27a6203a9cc861ee48b26d4552868f4d817f45a5ecf8374/review.html index 19b00130540e7744a7cf7eb2fb9ad2a6f4e8f198..1b4fe217a521e04dd73c4d8334c6c9230935e5c0 100644 --- a/evaluation/v2/cases/095635d0edb559ecd27a6203a9cc861ee48b26d4552868f4d817f45a5ecf8374/review.html +++ b/evaluation/v2/cases/095635d0edb559ecd27a6203a9cc861ee48b26d4552868f4d817f45a5ecf8374/review.html @@ -1,6 +1,6 @@ TabFix — end-to-end CSV review

Does TabFix fix this CSV?

Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · CPU inference 0.22 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowΑναγνωριστικόΕίδοςΜέγεθος (MiB)ΑντίγραφαΑποθηκευμένο μέγεθος (MiB)Διεύθυνση IPΕπιτυχίαΣημείωση
1000001Κόμβος αρχείου42,24284,48192.0.2.1ΝαιΑναμένεται δεύτερος έλεγχος
2000002Κόμβος αρχείου30,65261,30192.0.2.2Όχι
3000006Κόμβος αρχείου46,445232,20192.0.2.6ΌχιΔιατηρήθηκε η αναφορά: UTF-8 / v2.1
4000007Κόμβος αρχείου19,00238,00192.0.2.7ΌχιΧρησιμοποιήστε τη βόρεια είσοδο +
88Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · GPU inference 0.22 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowΑναγνωριστικόΕίδοςΜέγεθος (MiB)ΑντίγραφαΑποθηκευμένο μέγεθος (MiB)Διεύθυνση IPΕπιτυχίαΣημείωση
1000001Κόμβος αρχείου42,24284,48192.0.2.1ΝαιΑναμένεται δεύτερος έλεγχος
2000002Κόμβος αρχείου30,65261,30192.0.2.2Όχι
3000006Κόμβος αρχείου46,445232,20192.0.2.6ΌχιΔιατηρήθηκε η αναφορά: UTF-8 / v2.1
4000007Κόμβος αρχείου19,00238,00192.0.2.7ΌχιΧρησιμοποιήστε τη βόρεια είσοδο Ενημερώστε πρώτα την υποδοχή
5000012Πύλη αισθητήρων50,003150,00192.0.2.12Ναι
6000013Δοκιμαστικός διακομιστής68,155340,75192.0.2.13ΝαιΧρησιμοποιήστε τη βόρεια είσοδο Ενημερώστε πρώτα την υποδοχή
7000014Κόμβος αρχείου34,65269,30192.0.2.14Ναι
8000015Δοκιμαστικός διακομιστής12,56225,12192.0.2.15ΌχιΕλέγχθηκε κατά την άφιξη
9000016Κόμβος αρχείου49,10298,20192.0.2.16Ναι
10000017Κόμβος αρχείου11,56334,68192.0.2.17ΌχιΔιατηρήθηκε η αναφορά: UTF-8 / v2.1
11000024Δοκιμαστικός διακομιστής83,18183,18192.0.2.24ΝαιΑναμένεται δεύτερος έλεγχος
Every detection and application decision
[]
\ No newline at end of file diff --git a/evaluation/v2/cases/0a034e5c80b37ff52a4374db60437743b58d540fafffd8860225c34f4c558a1c/review.html b/evaluation/v2/cases/0a034e5c80b37ff52a4374db60437743b58d540fafffd8860225c34f4c558a1c/review.html index ff7fcb4fdb70fe15204d371758917b8316f21d4b..621f1f75345f22f097b064d872210812da146a3d 100644 --- a/evaluation/v2/cases/0a034e5c80b37ff52a4374db60437743b58d540fafffd8860225c34f4c558a1c/review.html +++ b/evaluation/v2/cases/0a034e5c80b37ff52a4374db60437743b58d540fafffd8860225c34f4c558a1c/review.html @@ -1,7 +1,7 @@ TabFix — end-to-end CSV review

Does TabFix fix this CSV?

Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · CPU inference 0.88 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult
6Deklarowana masa sztuki"0,625 h""0.625""0.625"Repairedformat.number

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa wody w gramachMasa mieszaniny w gramachPartia produkcyjnaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Mieszanka indygo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mieszanka ochry1000g1kg1900020000LT-000201LUMA "Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord." +
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed

CSV inference review · Threshold 0.9 · GPU inference 0.88 seconds (model loading excluded).

Errors and proposed changes

RowColumnInputModel outputReferenceResult
6Deklarowana masa sztuki"0,625 h""0.625""0.625"Repairedformat.number

Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.

Complete model output

Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa wody w gramachMasa mieszaniny w gramachPartia produkcyjnaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Mieszanka indygo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mieszanka ochry1000g1kg1900020000LT-000201LUMA "Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord." 2
3RC-00000200000102Mieszanka marzanny1.875kg1875g3562537500LT-000202Luma 東京Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
4RC-00003800000138Mieszanka marzanny1.75kg1750g3325035000LT-000238Luma 東京Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord.
5RC-00003900000139Mieszanka orzecha2625g2.625kg4987552500LT-000239Luma AtelierPrzed przeniesieniem Mieszanka orzecha sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
6RC-00004000000140Mieszanka ochry0.625kg625g1187512500LT-000240luma
7RC-00004100000141Mieszanka marzanny1500g1.5kg2850030000LT-000241LUMA "Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord." 42
8RC-00004200000142Mieszanka indygo2.375kg2375g4512547500LT-000242Luma 東京Przed przeniesieniem Mieszanka indygo sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
9RC-00004800000148Mieszanka indygo1.875kg1875g3562537500LT-000248luma
10RC-00005000000150Mieszanka marzanny0.75kg750g1425015000LT-000250Luma 東京Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
11RC-00005100000151Mieszanka indygo1625g1.625kg3087532500LT-000251Luma AtelierPrzed przeniesieniem Mieszanka indygo sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe/review.html b/evaluation/v2/cases/11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe/review.html
index e2cf2d78a140a1e94876a66d07c05bd51cfef439..c1347a37e4e0d0e081ccb32875f14ad251cef706 100644
--- a/evaluation/v2/cases/11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe/review.html
+++ b/evaluation/v2/cases/11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
 2  
3RC-00000400000104Vase en argile2026-01-13trueA2026-01-132026-01-174approuvéAP-0000046luma
4RC-00001700000117Panneau sculpté21/02/20260B2026-02-212026-02-254approuvéAP-0000178LUMA  "Vérifier la fiche jointe avant de déplacer Panneau sculpté ; le poste 4 traite ce dossier."
 18  
5RC-00002700000127Fragment textile23/03/20260D2026-03-232026-03-241en attente7Luma AtelierVérifier la fiche jointe avant de déplacer Fragment textile ; le poste 7 traite ce dossier.
6RC-00003600000136Fragment textile2026-04-19trueA2026-04-192026-04-2910en attente5luma
7RC-00004400000144Carte imprimée2026-05-13trueA2026-05-132026-05-185approuvéAP-0000442luma
8RC-00004500000145Fragment textile16/05/20260B2026-05-162026-05-160en attente3LUMA  "Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 4 traite ce dossier."
 46  
9RC-00004600000146Vase en argile2026-05-19trueC2026-05-192026-05-267approuvéAP-0000464Luma 東京Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 5 traite ce dossier.
10RC-00004700000147Carte imprimée22/05/20260D2026-05-222026-05-308approuvéAP-0000475Luma AtelierVérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 6 traite ce dossier.
11RC-00004800000148Fragment textile2026-05-25trueA2026-05-252026-06-039en attente6luma
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935/review.html b/evaluation/v2/cases/186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935/review.html
index da7a0d664f453afb4a4713006059a499996fd04b..7309ccebd03478a42db1ec52b6f3fcb0d57b5870 100644
--- a/evaluation/v2/cases/186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935/review.html
+++ b/evaluation/v2/cases/186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAanvraagdatumOntvangst bevestigdBestemmingscollectieBegindatumEinddatumVerstreken dagenProcesstatusVereiste goedkeuringsreferentieAantal artikelenGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Textielfragment2026-01-01trueA2026-01-012026-01-010in afwachting2luma
2RC-00000100000101Kleivat04/01/20260B2026-01-042026-01-051goedgekeurdAP-0000013LUMA  "Controleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 2 behandelt dit dossier."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAanvraagdatumOntvangst bevestigdBestemmingscollectieBegindatumEinddatumVerstreken dagenProcesstatusVereiste goedkeuringsreferentieAantal artikelenGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Textielfragment2026-01-01trueA2026-01-012026-01-010in afwachting2luma
2RC-00000100000101Kleivat04/01/20260B2026-01-042026-01-051goedgekeurdAP-0000013LUMA  "Controleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00000800000108Gedrukte kaart2026-01-25trueA2026-01-252026-02-028goedgekeurdAP-00000810luma
4RC-00003000000130Textielfragment2026-04-01trueC2026-04-012026-04-010in afwachting10Luma 東京Controleer de bijgevoegde kaart voordat Textielfragment wordt verplaatst; post 3 behandelt dit dossier.
5RC-00003400000134Kleivat2026-04-13trueC2026-04-132026-04-218goedgekeurdAP-0000343Luma 東京Controleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 7 behandelt dit dossier.
6RC-00004000000140Kleivat2026-05-01trueA2026-05-012026-05-010goedgekeurdAP-0000409luma
7RC-00004100000141Gedrukte kaart04/05/20260B2026-05-042026-05-062goedgekeurdAP-00004110LUMA  "Controleer de bijgevoegde kaart voordat Gedrukte kaart wordt verplaatst; post 7 behandelt dit dossier."
 42  
8RC-00004200000142Textielfragment2026-05-07trueC2026-05-072026-05-103in afwachting11Luma 東京Controleer de bijgevoegde kaart voordat Textielfragment wordt verplaatst; post 1 behandelt dit dossier.
9RC-00004300000143Kleivat10/05/20260D2026-05-102026-05-144goedgekeurdAP-00004312Luma AtelierControleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 2 behandelt dit dossier.
10RC-00004400000144Gedrukte kaart2026-05-13trueA2026-05-132026-05-185goedgekeurdAP-0000442luma
11RC-00005100000151Textielfragment03/06/20260D2026-06-032026-06-1512in afwachting9Luma AtelierControleer de bijgevoegde kaart voordat Textielfragment wordt verplaatst; post 3 behandelt dit dossier.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353/review.html b/evaluation/v2/cases/2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353/review.html
index f4eb7e8aafaaaddd5116e536d641db7d8a22928c..44d88e9278910f067ac0f9e946a722e704ac3791 100644
--- a/evaluation/v2/cases/2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353/review.html
+++ b/evaluation/v2/cases/2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.44 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5入金額 (EUR)"165 h""165""165"Repairedschema.type
5出金額 (EUR)"292x""292""292"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目期首残高 (EUR)入金額 (EUR)出金額 (EUR)期末残高 (EUR)単位備考
1000001機材基金1979494EUR到着時に確認済み
2000002作業場会計1743211888EUR参照情報を保持：UTF-8 / v2.1
3000005作業場会計12413576183EUR到着時に確認済み
4000006機材基金64151465EUR再確認待ち
5000007作業場会計17916529252EUR再確認待ち
6000008作業場会計11012528207EUR
7000009機材基金190184180194EUR参照情報を保持：UTF-8 / v2.1
8000014図書費配分4618024202EUR
9000019機材基金4918514490EUR再確認待ち
10000020機材基金20020032179EUR到着時に確認済み
11000028作業場会計591049172EUR到着時に確認済み
Every detection and application decision
[
+
88Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.44 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5入金額 (EUR)"165 h""165""165"Repairedschema.type
5出金額 (EUR)"292x""292""292"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目期首残高 (EUR)入金額 (EUR)出金額 (EUR)期末残高 (EUR)単位備考
1000001機材基金1979494EUR到着時に確認済み
2000002作業場会計1743211888EUR参照情報を保持：UTF-8 / v2.1
3000005作業場会計12413576183EUR到着時に確認済み
4000006機材基金64151465EUR再確認待ち
5000007作業場会計17916529252EUR再確認待ち
6000008作業場会計11012528207EUR
7000009機材基金190184180194EUR参照情報を保持：UTF-8 / v2.1
8000014図書費配分4618024202EUR
9000019機材基金4918514490EUR再確認待ち
10000020機材基金20020032179EUR到着時に確認済み
11000028作業場会計591049172EUR到着時に確認済み
Every detection and application decision
[
   {
     "row": 4,
     "column": 3,
diff --git a/evaluation/v2/cases/21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e/review.html b/evaluation/v2/cases/21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e/review.html
index cac095c8f196eae112f83f72458ef94c5c8c6f25..c3bdd5ad9028ff6931c1554be6f43fce9b705445 100644
--- a/evaluation/v2/cases/21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e/review.html
+++ b/evaluation/v2/cases/21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.54 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.54 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00001300000113Naczynie gliniane09/02/20260B2026-02-092026-02-090zatwierdzoneAP-0000134LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord."
 14  
4RC-00001400000114Mapa drukowana2026-02-12trueC2026-02-122026-02-131zatwierdzoneAP-0000145Luma 東京Przed przeniesieniem Mapa drukowana sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
5RC-00001500000115Fragment tkaniny15/02/20260D2026-02-152026-02-150oczekujące6Luma AtelierPrzed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
6RC-00001600000116Naczynie gliniane2026-02-18trueA2026-02-182026-02-213zatwierdzoneAP-0000167luma
7RC-00001700000117Rzeźbiony panel21/02/20260B2026-02-212026-02-254zatwierdzoneAP-0000178LUMA  "Przed przeniesieniem Rzeźbiony panel sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord."
 18  
8RC-00002100000121Fragment tkaniny05/03/20260B2026-03-052026-03-138oczekujące12LUMA  "Przed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord."
diff --git a/evaluation/v2/cases/22e00e06d09d2bd02a565d0592ad8f4afe8169489bc73daa5d46d39cdade28ec/review.html b/evaluation/v2/cases/22e00e06d09d2bd02a565d0592ad8f4afe8169489bc73daa5d46d39cdade28ec/review.html
index da3cd70ab868dc796c40dd75b21191949b80d71e..85613c8beb6a7f54f05f3cf33f815c154b33da4a 100644
--- a/evaluation/v2/cases/22e00e06d09d2bd02a565d0592ad8f4afe8169489bc73daa5d46d39cdade28ec/review.html
+++ b/evaluation/v2/cases/22e00e06d09d2bd02a565d0592ad8f4afe8169489bc73daa5d46d39cdade28ec/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
70Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.14 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Omrekenfactor (g/kg)"1001,00""1001,00""1000,00"Missed / incorrectNo detection
9Omgerekende waarde (g)"22290,00""22290,00""22290,00"Preservedconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelIngangsmassa (kg)Omrekenfactor (g/kg)Omgerekende waarde (g)EenheidOpmerking
1000001Aluminium59,091000,0059090,00kgGeen extra handeling nodig
2000002Karton93,151000,0093150,00kg
3000006Aluminium88,001000,0088000,00kgEtiket met "prioriteit", zichtbaar houden
4000017Karton68,321000,0068320,00kg
5000024Aluminium11,971000,0011970,00kgGebruik de noordelijke ingang
+
70Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.14 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Omrekenfactor (g/kg)"1001,00""1001,00""1000,00"Missed / incorrectNo detection
9Omgerekende waarde (g)"22290,00""22290,00""22290,00"Preservedconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelIngangsmassa (kg)Omrekenfactor (g/kg)Omgerekende waarde (g)EenheidOpmerking
1000001Aluminium59,091000,0059090,00kgGeen extra handeling nodig
2000002Karton93,151000,0093150,00kg
3000006Aluminium88,001000,0088000,00kgEtiket met "prioriteit", zichtbaar houden
4000017Karton68,321000,0068320,00kg
5000024Aluminium11,971000,0011970,00kgGebruik de noordelijke ingang
 Meld u eerst bij de receptie
6000025Aluminium25,001000,0025000,00kgReferentie bewaard: UTF-8 / v2.1
7000029Karton99,341000,0099340,00kg
8000030Karton46,291000,0046290,00kg
9000031Papier22,291001,0022290,00kgEtiket met "prioriteit", zichtbaar houden
10000032Papier9,621000,009620,00kgWacht op een tweede controle
Every detection and application decision
[
   {
     "row": 8,
diff --git a/evaluation/v2/cases/275a9dadfc0c43c0dd1c1fa953a3daceac2481609dcc76a055704b7b0127fcae/review.html b/evaluation/v2/cases/275a9dadfc0c43c0dd1c1fa953a3daceac2481609dcc76a055704b7b0127fcae/review.html
index 0f7d3b2ebcb7f172f79c2cf2bfd95f4552e09822..e2ee474053eb0f417e9fd65bee12f316720d7e18 100644
--- a/evaluation/v2/cases/275a9dadfc0c43c0dd1c1fa953a3daceac2481609dcc76a055704b7b0127fcae/review.html
+++ b/evaluation/v2/cases/275a9dadfc0c43c0dd1c1fa953a3daceac2481609dcc76a055704b7b0127fcae/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.29 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Solde final (EUR)"293x""293""293"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleSolde initial (EUR)Crédits (EUR)Débits (EUR)Solde final (EUR)UnitéRemarque
1000001Compte d’atelier1391923135EURContrôlé à l’arrivée
2000002Dotation bibliothèque78315554EUREn attente d’une seconde vérification
3000007Dotation bibliothèque4619163174EUR
4000012Fonds de matériel187175159203EURAucune manipulation supplémentaire requise
5000014Dotation bibliothèque59449112EUR
6000015Dotation bibliothèque1655518139EUR
7000016Compte d’atelier14416213293EURRéférence conservée : UTF-8 / v2.1
8000017Fonds de matériel1531903349EURÉtiquette « prioritaire », à laisser visible
9000018Dotation bibliothèque117157168106EURContrôlé à l’arrivée
10000024Dotation bibliothèque18918733046EUR
11000025Fonds de matériel1735611218EURRéférence conservée : UTF-8 / v2.1
Every detection and application decision
[
+
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.29 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Solde final (EUR)"293x""293""293"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleSolde initial (EUR)Crédits (EUR)Débits (EUR)Solde final (EUR)UnitéRemarque
1000001Compte d’atelier1391923135EURContrôlé à l’arrivée
2000002Dotation bibliothèque78315554EUREn attente d’une seconde vérification
3000007Dotation bibliothèque4619163174EUR
4000012Fonds de matériel187175159203EURAucune manipulation supplémentaire requise
5000014Dotation bibliothèque59449112EUR
6000015Dotation bibliothèque1655518139EUR
7000016Compte d’atelier14416213293EURRéférence conservée : UTF-8 / v2.1
8000017Fonds de matériel1531903349EURÉtiquette « prioritaire », à laisser visible
9000018Dotation bibliothèque117157168106EURContrôlé à l’arrivée
10000024Dotation bibliothèque18918733046EUR
11000025Fonds de matériel1735611218EURRéférence conservée : UTF-8 / v2.1
Every detection and application decision
[
   {
     "row": 6,
     "column": 5,
diff --git a/evaluation/v2/cases/299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d/review.html b/evaluation/v2/cases/299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d/review.html
index 898bfd95d987d59d6540d171ddae35834ba3e4b1..7c0bbd4ce51a93c62f1f426e2963a00b5ca5a175 100644
--- a/evaluation/v2/cases/299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d/review.html
+++ b/evaluation/v2/cases/299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.51 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Code trajet"rt-000002""RT-000002""RT-000002"Repairedformat.case
5Unité de mesure"kg?""kg""kg"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeCode trajetArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse emballage en grammesMasse brute en grammesNom affiché enregistréConsigne de traitement
1RC-00000000000100RT-000000Tasses en céramique0.125kg125g15140luma
2RC-00000100000101RT-000001Linge plié1000g1kg201020LUMA  "Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 2 traite ce dossier."
+
132Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.51 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Code trajet"rt-000002""RT-000002""RT-000002"Repairedformat.case
5Unité de mesure"kg?""kg""kg"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeCode trajetArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse emballage en grammesMasse brute en grammesNom affiché enregistréConsigne de traitement
1RC-00000000000100RT-000000Tasses en céramique0.125kg125g15140luma
2RC-00000100000101RT-000001Linge plié1000g1kg201020LUMA  "Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 2 traite ce dossier."
 2  
3RC-00000700000107RT-000000Linge plié500g0.5kg50550Luma AtelierVérifier la fiche jointe avant de déplacer Linge plié ; le poste 1 traite ce dossier.
4RC-00000800000108RT-000001Chemises d’archives1.375kg1375g551430luma
5RC-00000900000109RT-000002Tasses en céramique2250g2.25kg152265LUMA  "Vérifier la fiche jointe avant de déplacer Tasses en céramique ; le poste 3 traite ce dossier."
 10  
6RC-00001000000110RT-000003Linge plié0.25kg250g20270Luma 東京Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 4 traite ce dossier.
7RC-00001100000111RT-000004Chemises d’archives1125g1.125kg251150Luma AtelierVérifier la fiche jointe avant de déplacer Chemises d’archives ; le poste 5 traite ce dossier.
8RC-00002800000128RT-000000Linge plié1.625kg1625g201645luma
9RC-00003000000130RT-000002Tasses en céramique0.5kg500g30530Luma 東京Vérifier la fiche jointe avant de déplacer Tasses en céramique ; le poste 3 traite ce dossier.
10RC-00004700000147RT-000005Chemises d’archives1000g1kg251025Luma AtelierVérifier la fiche jointe avant de déplacer Chemises d’archives ; le poste 6 traite ce dossier.
11RC-00005500000155RT-000006Échantillons de bois2250g2.25kg202270Luma AtelierVérifier la fiche jointe avant de déplacer Échantillons de bois ; le poste 7 traite ce dossier.
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458/review.html b/evaluation/v2/cases/29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458/review.html
index e5538b626b9dc520594a92d632769c428b181110..683daccbfc26622a20190d96717d64d6835817c9 100644
--- a/evaluation/v2/cases/29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458/review.html
+++ b/evaluation/v2/cases/29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458/review.html
@@ -1,4 +1,4 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.23 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemStart dateEnd dateDaysQuantityReturned quantityOutstandingNote
1000001Language handbook2024-10-132024-12-2674973463Label marked "priority", keep visible
2000002Poetry collection2026-05-152027-05-16366500190310No additional handling required
3000009Poetry collection2026-06-212026-08-105016110853Checked on arrival
4000010Language handbook2026-06-212026-08-19591859194Awaiting a second inspection
5000021Illustrated atlas2025-03-182025-04-021516626140No additional handling required
6000024Poetry collection2025-04-182025-07-01741041688Label marked "priority", keep visible
7000026Illustrated atlas2025-01-162025-04-0478983464
8000027Illustrated atlas2025-10-172025-12-2771573621No additional handling required
9000028Poetry collection2026-04-222026-06-1049973265
10000029Poetry collection2024-06-062024-08-1570472126
11000030Illustrated atlas2024-12-022025-01-1342552530No additional handling required
Every detection and application decision
[]

\ No newline at end of file
+
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.23 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemStart dateEnd dateDaysQuantityReturned quantityOutstandingNote
1000001Language handbook2024-10-132024-12-2674973463Label marked "priority", keep visible
2000002Poetry collection2026-05-152027-05-16366500190310No additional handling required
3000009Poetry collection2026-06-212026-08-105016110853Checked on arrival
4000010Language handbook2026-06-212026-08-19591859194Awaiting a second inspection
5000021Illustrated atlas2025-03-182025-04-021516626140No additional handling required
6000024Poetry collection2025-04-182025-07-01741041688Label marked "priority", keep visible
7000026Illustrated atlas2025-01-162025-04-0478983464
8000027Illustrated atlas2025-10-172025-12-2771573621No additional handling required
9000028Poetry collection2026-04-222026-06-1049973265
10000029Poetry collection2024-06-062024-08-1570472126
11000030Illustrated atlas2024-12-022025-01-1342552530No additional handling required
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd/review.html b/evaluation/v2/cases/29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd/review.html
index 8cdb5c02241f625e121ef631ada8663806620b0f..ae941109fe6be7fdb16bfe81c85921dada423e01 100644
--- a/evaluation/v2/cases/29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd/review.html
+++ b/evaluation/v2/cases/29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.8 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Collection destinataire"D?""D""D"Repairedschema.category
6Référence d’approbation requise"""""AP-000023"Missed / incorrectmissing.conditional
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
+
154Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.8 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Collection destinataire"D?""D""D"Repairedschema.category
6Référence d’approbation requise"""""AP-000023"Missed / incorrectmissing.conditional
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
 2  
3RC-00000800000108Carte imprimée2026-01-25trueA2026-01-252026-02-028approuvéAP-00000810luma
4RC-00002100000121Fragment textile05/03/20260B2026-03-052026-03-138en attente12LUMA  "Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 1 traite ce dossier."
 22  
5RC-00002200000122Vase en argile2026-03-08trueC2026-03-082026-03-179approuvéAP-0000222Luma 東京Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier.
6RC-00002300000123Carte imprimée11/03/20260D2026-03-112026-03-2110approuvé3Luma AtelierVérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 3 traite ce dossier.
7RC-00002400000124Fragment textile2026-03-14trueA2026-03-142026-03-2511en attente4luma
8RC-00002500000125Vase en argile17/03/20260B2026-03-172026-03-170approuvéAP-0000255LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 5 traite ce dossier."
 26  
9RC-00003100000131Vase en argile04/04/20260D2026-04-042026-04-095approuvéAP-00003111Luma AtelierVérifier la fiche jointe avant de déplacer Vase en argile ; le poste 4 traite ce dossier.
10RC-00005100000151Fragment textile03/06/20260D2026-06-032026-06-1512en attente9Luma AtelierVérifier la fiche jointe avant de déplacer Fragment textile ; le poste 3 traite ce dossier.
11RC-00005400000154Fragment textile2026-06-12trueC2026-06-122026-06-142en attente12Luma 東京Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 6 traite ce dossier.
Every detection and application decision
[
diff --git a/evaluation/v2/cases/2ec9fe1f256063b86d958b20a9b1c1e811b3096630a38672b31e17811f9f9717/review.html b/evaluation/v2/cases/2ec9fe1f256063b86d958b20a9b1c1e811b3096630a38672b31e17811f9f9717/review.html
index 9967bdd7105b7a3b772bb8d71e2c583f65875fe7..9e62bc52a4c67de638beb57b4a8555d81dff1a56 100644
--- a/evaluation/v2/cases/2ec9fe1f256063b86d958b20a9b1c1e811b3096630a38672b31e17811f9f9717/review.html
+++ b/evaluation/v2/cases/2ec9fe1f256063b86d958b20a9b1c1e811b3096630a38672b31e17811f9f9717/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Kod rekordu"rc-000024""RC-000024""RC-000024"Repairedformat.case
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa wody w gramachMasa mieszaniny w gramachPartia produkcyjnaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Mieszanka indygo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mieszanka ochry1000g1kg1900020000LT-000201LUMA  "Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Kod rekordu"rc-000024""RC-000024""RC-000024"Repairedformat.case
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa wody w gramachMasa mieszaniny w gramachPartia produkcyjnaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Mieszanka indygo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mieszanka ochry1000g1kg1900020000LT-000201LUMA  "Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00002200000122Mieszanka ochry2.125kg2125g4037542500LT-000222Luma 東京Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
4RC-00002300000123Mieszanka marzanny125g0.125kg23752500LT-000223Luma AtelierPrzed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
5RC-00002400000124Mieszanka indygo1kg1000g1900020000LT-000224luma
6RC-00002500000125Mieszanka ochry1875g1.875kg3562537500LT-000225LUMA  "Przed przeniesieniem Mieszanka ochry sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord."
 26  
7RC-00002600000126Mieszanka marzanny2.75kg2750g5225055000LT-000226Luma 東京Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord.
8RC-00002900000129Mieszanka marzanny2500g2.5kg4750050000LT-000229LUMA  "Przed przeniesieniem Mieszanka marzanny sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 30  
9RC-00003200000132Mieszanka marzanny2.25kg2250g4275045000LT-000232luma
10RC-00005200000152Mieszanka ochry2.5kg2500g4750050000LT-000252luma
11RC-00005500000155Mieszanka orzecha2250g2.25kg4275045000LT-000255Luma AtelierPrzed przeniesieniem Mieszanka orzecha sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord.
Every detection and application decision
[
diff --git a/evaluation/v2/cases/3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf/review.html b/evaluation/v2/cases/3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf/review.html
index 514bb9c93fb4526087ba7b544696e4c291c7df5b..5b3dcdc1098e46e2251d20a94513c4b22344d252 100644
--- a/evaluation/v2/cases/3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf/review.html
+++ b/evaluation/v2/cases/3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.79 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8品目"麻のバッグ""麻のバッグ""麻のバッグ"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目分類期首在庫入庫数出庫数期末在庫備考
1000001詰め替えボトル家庭用品3702746ラベルは「優先」、見える位置に置く
2000002陶器のカップ家庭用品108123131100
3000011麻のバッグ繊維製品9017320954北側の入口を利用
+
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.79 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8品目"麻のバッグ""麻のバッグ""麻のバッグ"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目分類期首在庫入庫数出庫数期末在庫備考
1000001詰め替えボトル家庭用品3702746ラベルは「優先」、見える位置に置く
2000002陶器のカップ家庭用品108123131100
3000011麻のバッグ繊維製品9017320954北側の入口を利用
 先に受付へ連絡
4000016陶器のカップ家庭用品11418295201到着時に確認済み
5000017陶器のカップ家庭用品200200210190追加の対応は不要
6000018詰め替えボトル家庭用品8413317146
7000019麻のバッグ繊維製品1041653266
8000020麻のバッグ繊維製品421258159北側の入口を利用
 先に受付へ連絡
9000021麻のバッグ繊維製品1137863128参照情報を保持：UTF-8 / v2.1
10000022木製トレー家庭用品8612612389
11000031陶器のカップ家庭用品18611399200
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/3e8aa3b55ce0645d85d1ca3a0878e28a476232c7a145710a566640aa3a2974d6-open/review.html b/evaluation/v2/cases/3e8aa3b55ce0645d85d1ca3a0878e28a476232c7a145710a566640aa3a2974d6-open/review.html
index 57ac024206c403185008ac42fc033f9ac46f6933..ef7545e2f520a7cade60e53ce2c39076e80096ea 100644
--- a/evaluation/v2/cases/3e8aa3b55ce0645d85d1ca3a0878e28a476232c7a145710a566640aa3a2974d6-open/review.html
+++ b/evaluation/v2/cases/3e8aa3b55ce0645d85d1ca3a0878e28a476232c7a145710a566640aa3a2974d6-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.64 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Externer Zahlencode"0000118""00000118""00000118"Repairedschema.identifier
7Registrierter Anzeigename"Luma 東京""Luma 東京""Luma 東京"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.64 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Externer Zahlencode"0000118""00000118""00000118"Repairedschema.identifier
7Registrierter Anzeigename"Luma 東京""Luma 東京""Luma 東京"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000200000102Gedruckte Karte2026-01-07trueC2026-01-072026-01-092genehmigtAP-0000024Luma 東京Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
4RC-00001100000111Gedruckte Karte03/02/20260D2026-02-032026-02-1411genehmigtAP-0000112Luma AtelierVor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang.
5RC-00001600000116Tongefäß2026-02-18trueA2026-02-182026-02-213genehmigtAP-0000167luma
6RC-00001700000117Geschnitzte Tafel21/02/20260B2026-02-212026-02-254genehmigtAP-0000178LUMA  "Vor dem Transport von Geschnitzte Tafel die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang."
 18  
7RC-00001800000118Textilfragment2026-02-24trueC2026-02-242026-03-015ausstehend9Luma 東京Vor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang.
8RC-00001900000119Tongefäß27/02/20260D2026-02-272026-03-056genehmigtAP-00001910Luma AtelierVor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
9RC-00002000000120Gedruckte Karte2026-03-02trueA2026-03-022026-03-020genehmigtAP-00002011luma
10RC-00002900000129Gedruckte Karte29/03/20260B2026-03-292026-04-013genehmigtAP-0000299LUMA  "Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 30  
11RC-00004700000147Gedruckte Karte22/05/20260D2026-05-222026-05-308genehmigtAP-0000475Luma AtelierVor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
Every detection and application decision
[
diff --git a/evaluation/v2/cases/415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7/review.html b/evaluation/v2/cases/415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7/review.html
index a6aa4d259cdaceda36eeafe7c7693d3bff9156c9..e9954c2cdb9ebb70f41652b435ef0391a17e8ad2 100644
--- a/evaluation/v2/cases/415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7/review.html
+++ b/evaluation/v2/cases/415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.76 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8Data rozpoczęcia"04/12/2024""2024-12-04""2024-12-04"Repairedformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaData rozpoczęciaData zakończeniaDniStatusNumer referencyjnyUwagi
1000001Wydarzenie lokalne2024-06-122024-06-131ZamknięteREF-000001
2000002Stoisko targowe2025-12-082026-02-2680ZamknięteREF-000002Skorzystać z wejścia północnego
+
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.76 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8Data rozpoczęcia"04/12/2024""2024-12-04""2024-12-04"Repairedformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaData rozpoczęciaData zakończeniaDniStatusNumer referencyjnyUwagi
1000001Wydarzenie lokalne2024-06-122024-06-131ZamknięteREF-000001
2000002Stoisko targowe2025-12-082026-02-2680ZamknięteREF-000002Skorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
3000006Dostęp do ogrodu2024-07-112025-07-12366ZamknięteREF-000006Sprawdzono przy odbiorze
4000007Dostęp do ogrodu2024-12-042025-02-1270OtwarteSkorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
5000016Dostęp do ogrodu2024-05-292024-08-0568ZamknięteREF-000016Sprawdzono przy odbiorze
6000018Stoisko targowe2024-09-242024-11-0845OtwarteDodatkowe czynności nie są wymagane
7000019Dostęp do ogrodu2025-11-042025-11-1915OtwarteZachowano odniesienie: UTF-8 / v2.1
8000020Wydarzenie lokalne2024-12-042024-12-2622OtwarteZachowano odniesienie: UTF-8 / v2.1
9000021Stoisko targowe2025-08-132025-08-3017ZamknięteREF-000021Zachowano odniesienie: UTF-8 / v2.1
10000022Dostęp do ogrodu2024-02-232024-03-039ZamknięteREF-000022Etykieta „priorytet”, pozostawić widoczną
11000032Wydarzenie lokalne2025-07-212025-08-0414WyjątkoweREF-000032Zachowano odniesienie: UTF-8 / v2.1
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174/review.html b/evaluation/v2/cases/42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174/review.html
index 0e2c1bb609e4e32a60a6bf5900e7dd1e7ab55bd2..213c7a4b6ac55ed128fd9c51ac5ae7d24077faad 100644
--- a/evaluation/v2/cases/42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174/review.html
+++ b/evaluation/v2/cases/42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.32 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelReferenzwertServiceklasseStückzahlStückpreisPositionskostenLagerzoneRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Stahlscharnier1 000,50A21.252.50Aluma
2RC-00000100000101Baumwollriemen1000.50B31.384.14BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.32 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelReferenzwertServiceklasseStückzahlStückpreisPositionskostenLagerzoneRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Stahlscharnier1 000,50A21.252.50Aluma
2RC-00000100000101Baumwollriemen1000.50B31.384.14BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00002100000121Stahlscharnier1000.50A123.9847.76ALUMA  "Vor dem Transport von Stahlscharnier die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang."
 22  
4RC-00002500000125Baumwollriemen1000.50B54.522.5BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang."
 26  
5RC-00002600000126Gummifuß1 000,50C64.6327.78CLuma 東京Vor dem Transport von Gummifuß die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
6RC-00003400000134Baumwollriemen1 000,50B35.6717.01BLuma 東京Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
7RC-00003500000135Gummifuß1000.50C45.823.2CLuma AtelierVor dem Transport von Gummifuß die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang.
8RC-00003600000136Stahlscharnier1 000,50A55.9329.65Aluma
9RC-00003700000137Baumwollriemen1000.50B66.0636.36BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang."
diff --git a/evaluation/v2/cases/433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7/review.html b/evaluation/v2/cases/433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7/review.html
index 5287cfcd0e2c8ed355e4b127b6a1aa689dae800b..26ec1551fbbc71c455376ddc3d8beb0a5c6a9d45 100644
--- a/evaluation/v2/cases/433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7/review.html
+++ b/evaluation/v2/cases/433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
108Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.61 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
3Messeinheit"g?""g""g"Repairedschema.category
3Registrierter Anzeigename"Luma 東京""Luma 東京""Luma 東京"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitWassermasse in GrammMischungsmasse in GrammProduktionslosRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Indigomischung0.125kg125g23752500LT-000200luma
2RC-00000100000101Ockermischung1000g1kg1900020000LT-000201LUMA  "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
108Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.61 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
3Messeinheit"g?""g""g"Repairedschema.category
3Registrierter Anzeigename"Luma 東京""Luma 東京""Luma 東京"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitWassermasse in GrammMischungsmasse in GrammProduktionslosRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Indigomischung0.125kg125g23752500LT-000200luma
2RC-00000100000101Ockermischung1000g1kg1900020000LT-000201LUMA  "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000200000102Krappmischung1.875kg1875g3562537500LT-000202Luma 東京Vor dem Transport von Krappmischung die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
4RC-00000300000103Indigomischung2750g2.75kg5225055000LT-000203Luma AtelierVor dem Transport von Indigomischung die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang.
5RC-00000400000104Ockermischung0.75kg750g1425015000LT-000204luma
6RC-00001000000110Ockermischung0.25kg250g47505000LT-000210Luma 東京Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang.
7RC-00003400000134Ockermischung1.125kg1125g2137522500LT-000234Luma 東京Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
8RC-00004000000140Ockermischung0.625kg625g1187512500LT-000240luma
9RC-00004600000146Ockermischung0.125kg125g23752500LT-000246Luma 東京Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang.
Every detection and application decision
[
   {
     "row": 2,
diff --git a/evaluation/v2/cases/47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e/review.html b/evaluation/v2/cases/47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e/review.html
index f3706562c9b424f20684e6f76e0337e65a4c19e5..cb6a3e969a5830c83931711726f71f857c7ea1db 100644
--- a/evaluation/v2/cases/47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e/review.html
+++ b/evaluation/v2/cases/47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.32 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data row記録コード外部数字コード品目参考評価額サービス区分個数単価明細金額保管区画登録表示名取扱備考
1RC-00000000000100鋼製蝶番1 000,50A21.252.50Aluma
2RC-00000100000101綿ベルト1000.50B31.384.14BLUMA  "綿ベルトを移動する前に添付カードを確認してください。担当は作業台2です。"
+
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.32 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data row記録コード外部数字コード品目参考評価額サービス区分個数単価明細金額保管区画登録表示名取扱備考
1RC-00000000000100鋼製蝶番1 000,50A21.252.50Aluma
2RC-00000100000101綿ベルト1000.50B31.384.14BLUMA  "綿ベルトを移動する前に添付カードを確認してください。担当は作業台2です。"
 2  
3RC-00000300000103鋼製蝶番1000.50A51.648.20ALuma Atelier鋼製蝶番を移動する前に添付カードを確認してください。担当は作業台4です。
4RC-00000400000104綿ベルト1 000,50B61.7710.62Bluma
5RC-00000500000105ゴム脚1000.50C71.913.3CLUMA  "ゴム脚を移動する前に添付カードを確認してください。担当は作業台6です。"
 6  
6RC-00000600000106鋼製蝶番1 000,50A82.0316.24ALuma 東京鋼製蝶番を移動する前に添付カードを確認してください。担当は作業台7です。
7RC-00000700000107綿ベルト1000.50B92.1619.44BLuma Atelier綿ベルトを移動する前に添付カードを確認してください。担当は作業台1です。
8RC-00002100000121鋼製蝶番1000.50A123.9847.76ALUMA  "鋼製蝶番を移動する前に添付カードを確認してください。担当は作業台1です。"
 22  
9RC-00002900000129ゴム脚1000.50C95.0245.18CLUMA  "ゴム脚を移動する前に添付カードを確認してください。担当は作業台2です。"
diff --git a/evaluation/v2/cases/483ebfcef4c28a88e423403e0bd4437505405840aa14cd3b92ada86a065b9ef2-open/review.html b/evaluation/v2/cases/483ebfcef4c28a88e423403e0bd4437505405840aa14cd3b92ada86a065b9ef2-open/review.html
index 8d175a6883b2f8c219c0b4ab02e637c2edd062c3..09175a472d9e494376545f40bf3cffa8edef9511 100644
--- a/evaluation/v2/cases/483ebfcef4c28a88e423403e0bd4437505405840aa14cd3b92ada86a065b9ef2-open/review.html
+++ b/evaluation/v2/cases/483ebfcef4c28a88e423403e0bd4437505405840aa14cd3b92ada86a065b9ef2-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.5 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
1Pozycja"Zawias stalow""Zawias stalowy""Zawias stalowy"Repairedtext.spelling
1Wartość referencyjna"1 000,50x""1 000,50x""1 000,50"Missed / incorrectNo detection
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50xA21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
77Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.5 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
1Pozycja"Zawias stalow""Zawias stalowy""Zawias stalowy"Repairedtext.spelling
1Wartość referencyjna"1 000,50x""1 000,50x""1 000,50"Missed / incorrectNo detection
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50xA21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00000200000102Stopka gumowa1 000,50C41.516.04CLuma 東京Przed przeniesieniem Stopka gumowa sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
4RC-00000800000108Stopka gumowa1 000,50C102.2922.90Cluma
5RC-00001000000110Pas bawełniany1 000,50B122.5530.60BLuma 東京Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord.
6RC-00002900000129Stopka gumowa1000.50C95.0245.18CLUMA  "Przed przeniesieniem Stopka gumowa sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 30  
7RC-00003700000137Pas bawełniany1000.50B66.0636.36BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord."
 38  
Every detection and application decision
[
diff --git a/evaluation/v2/cases/4c5f9d4292c72966f5045c8fc1e1b2f2cd040b01c6549595ccd339f4d6a172c2-open-clean/review.html b/evaluation/v2/cases/4c5f9d4292c72966f5045c8fc1e1b2f2cd040b01c6549595ccd339f4d6a172c2-open-clean/review.html
index 0f74a5d12f5b16dbb57428b3dad7d5435bc64b4e..119b4cd908b2d4e39c3979889bd4c1a8dd3025b6 100644
--- a/evaluation/v2/cases/4c5f9d4292c72966f5045c8fc1e1b2f2cd040b01c6549595ccd339f4d6a172c2-open-clean/review.html
+++ b/evaluation/v2/cases/4c5f9d4292c72966f5045c8fc1e1b2f2cd040b01c6549595ccd339f4d6a172c2-open-clean/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000400000104RT-000004Gefaltete Wäsche0.75kg750g35785luma
4RC-00001900000119RT-000005Gefaltete Wäsche2375g2.375kg202395Luma AtelierVor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
5RC-00003000000130RT-000002Keramiktassen0.5kg500g30530Luma 東京Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
6RC-00003300000133RT-000005Keramiktassen250g0.25kg45295LUMA  "Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang."
 34  
7RC-00003400000134RT-000006Gefaltete Wäsche1.125kg1125g501175Luma 東京Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
8RC-00003500000135RT-000000Archivmappen2000g2kg552055Luma AtelierVor dem Transport von Archivmappen die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang.
9RC-00003600000136RT-000001Keramiktassen2.875kg2875g152890luma
10RC-00003700000137RT-000002Gefaltete Wäsche875g0.875kg20895LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang."
 38  
11RC-00005100000151RT-000002Keramiktassen1625g1.625kg451670Luma AtelierVor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b/review.html b/evaluation/v2/cases/5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b/review.html
index 0fc72a5cd05af5ff7d3d0514bba90bafcd6022f2..b2bb4130d5b5c2972edf2648fd3993a72920a697 100644
--- a/evaluation/v2/cases/5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b/review.html
+++ b/evaluation/v2/cases/5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Code dossier" RC-000004""RC-000004""RC-000004"Repairedformat.whitespace
5Réception confirmée"TRUE""true""true"Repairedformat.boolean
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
+
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Code dossier" RC-000004""RC-000004""RC-000004"Repairedformat.whitespace
5Réception confirmée"TRUE""true""true"Repairedformat.boolean
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
 2  
3RC-00000200000102Carte imprimée2026-01-07trueC2026-01-072026-01-092approuvéAP-0000024Luma 東京Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 3 traite ce dossier.
4RC-00000300000103Fragment textile10/01/20260D2026-01-102026-01-133en attente5Luma AtelierVérifier la fiche jointe avant de déplacer Fragment textile ; le poste 4 traite ce dossier.
5RC-00000400000104Vase en argile2026-01-13trueA2026-01-132026-01-174approuvéAP-0000046luma
6RC-00000500000105Carte imprimée16/01/20260B2026-01-162026-01-160approuvéAP-0000057LUMA  "Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 6 traite ce dossier."
 6  
7RC-00000600000106Fragment textile2026-01-19trueC2026-01-192026-01-256en attente8Luma 東京Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 7 traite ce dossier.
8RC-00001600000116Vase en argile2026-02-18trueA2026-02-182026-02-213approuvéAP-0000167luma
9RC-00002000000120Carte imprimée2026-03-02trueA2026-03-022026-03-020approuvéAP-00002011luma
10RC-00002100000121Fragment textile05/03/20260B2026-03-052026-03-138en attente12LUMA  "Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 1 traite ce dossier."
 22  
11RC-00004500000145Fragment textile16/05/20260B2026-05-162026-05-160en attente3LUMA  "Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 4 traite ce dossier."
diff --git a/evaluation/v2/cases/5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2/review.html b/evaluation/v2/cases/5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2/review.html
index 78a70e177d57c31f783abbb42d98aac1f29ba442..d9dd108efba469c1ea05257bfa51584cac354b4a 100644
--- a/evaluation/v2/cases/5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2/review.html
+++ b/evaluation/v2/cases/5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.5 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Erforderliche Freigabereferenz" AP-000028""AP-000028""AP-000028"Repairedformat.whitespace
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
154Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.5 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Erforderliche Freigabereferenz" AP-000028""AP-000028""AP-000028"Repairedformat.whitespace
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000200000102Gedruckte Karte2026-01-07trueC2026-01-072026-01-092genehmigtAP-0000024Luma 東京Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
4RC-00000500000105Gedruckte Karte16/01/20260B2026-01-162026-01-160genehmigtAP-0000057LUMA  "Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang."
 6  
5RC-00002600000126Gedruckte Karte2026-03-20trueC2026-03-202026-03-200genehmigtAP-0000266Luma 東京Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
6RC-00002700000127Textilfragment23/03/20260D2026-03-232026-03-241ausstehend7Luma AtelierVor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
7RC-00002800000128Tongefäß2026-03-26trueA2026-03-262026-03-282genehmigtAP-0000288luma
8RC-00002900000129Gedruckte Karte29/03/20260B2026-03-292026-04-013genehmigtAP-0000299LUMA  "Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 30  
9RC-00003000000130Textilfragment2026-04-01trueC2026-04-012026-04-010ausstehend10Luma 東京Vor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
10RC-00003300000133Textilfragment10/04/20260B2026-04-102026-04-177ausstehend2LUMA  "Vor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang."
diff --git a/evaluation/v2/cases/5a7b2a814d0278beaa2e9dc6adf4f150112b2d2f0e4831a19db9ddf2d84dc325-open-clean/review.html b/evaluation/v2/cases/5a7b2a814d0278beaa2e9dc6adf4f150112b2d2f0e4831a19db9ddf2d84dc325-open-clean/review.html
index 5f3ecb3c8512e3716812f792b355bdeead4dd1e2..3f45b877e723b7278f97dd7388eea4f4f2ec38fe 100644
--- a/evaluation/v2/cases/5a7b2a814d0278beaa2e9dc6adf4f150112b2d2f0e4831a19db9ddf2d84dc325-open-clean/review.html
+++ b/evaluation/v2/cases/5a7b2a814d0278beaa2e9dc6adf4f150112b2d2f0e4831a19db9ddf2d84dc325-open-clean/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
140Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAanvraagdatumOntvangst bevestigdBestemmingscollectieBegindatumEinddatumVerstreken dagenProcesstatusVereiste goedkeuringsreferentieAantal artikelenGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Textielfragment2026-01-01trueA2026-01-012026-01-010in afwachting2luma
2RC-00000100000101Kleivat04/01/20260B2026-01-042026-01-051goedgekeurdAP-0000013LUMA  "Controleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 2 behandelt dit dossier."
+
140Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAanvraagdatumOntvangst bevestigdBestemmingscollectieBegindatumEinddatumVerstreken dagenProcesstatusVereiste goedkeuringsreferentieAantal artikelenGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Textielfragment2026-01-01trueA2026-01-012026-01-010in afwachting2luma
2RC-00000100000101Kleivat04/01/20260B2026-01-042026-01-051goedgekeurdAP-0000013LUMA  "Controleer de bijgevoegde kaart voordat Kleivat wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00000400000104Kleivat2026-01-13trueA2026-01-132026-01-174goedgekeurdAP-0000046luma
4RC-00000800000108Gedrukte kaart2026-01-25trueA2026-01-252026-02-028goedgekeurdAP-00000810luma
5RC-00001400000114Gedrukte kaart2026-02-12trueC2026-02-122026-02-131goedgekeurdAP-0000145Luma 東京Controleer de bijgevoegde kaart voordat Gedrukte kaart wordt verplaatst; post 1 behandelt dit dossier.
6RC-00001800000118Textielfragment2026-02-24trueC2026-02-242026-03-015in afwachting9Luma 東京Controleer de bijgevoegde kaart voordat Textielfragment wordt verplaatst; post 5 behandelt dit dossier.
7RC-00005200000152Kleivat2026-06-06trueA2026-06-062026-06-060goedgekeurdAP-00005210luma
8RC-00005300000153Gedrukte kaart09/06/20260B2026-06-092026-06-101goedgekeurdAP-00005311LUMA  "Controleer de bijgevoegde kaart voordat Gedrukte kaart wordt verplaatst; post 5 behandelt dit dossier."
 54  
9RC-00005400000154Textielfragment2026-06-12trueC2026-06-122026-06-142in afwachting12Luma 東京Controleer de bijgevoegde kaart voordat Textielfragment wordt verplaatst; post 6 behandelt dit dossier.
10RC-00005500000155Gesneden paneel15/06/20260D2026-06-152026-06-150goedgekeurdAP-0000552Luma AtelierControleer de bijgevoegde kaart voordat Gesneden paneel wordt verplaatst; post 7 behandelt dit dossier.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/5ae28680151872b016f2354b845fce86936d1d259b8fec403006d257e065e18c/review.html b/evaluation/v2/cases/5ae28680151872b016f2354b845fce86936d1d259b8fec403006d257e065e18c/review.html
index 07ff7f163a70fcc19e8e17d3b6d08d6ba8f40882..5211525caca2f165ff60cb3637d98866f30da93e 100644
--- a/evaluation/v2/cases/5ae28680151872b016f2354b845fce86936d1d259b8fec403006d257e065e18c/review.html
+++ b/evaluation/v2/cases/5ae28680151872b016f2354b845fce86936d1d259b8fec403006d257e065e18c/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.26 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目開始日終了日日数保管容量 (パレット区画)予約数 (パレット区画)空き数 (パレット区画)備考
1000001交換部品2024-11-222024-11-220000再確認待ち
2000002畳んだ布類2025-03-182025-04-06191571534北側の入口を利用
+
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.26 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目開始日終了日日数保管容量 (パレット区画)予約数 (パレット区画)空き数 (パレット区画)備考
1000001交換部品2024-11-222024-11-220000再確認待ち
2000002畳んだ布類2025-03-182025-04-06191571534北側の入口を利用
 先に受付へ連絡
3000011交換部品2025-06-162025-08-216618672114ラベルは「優先」、見える位置に置く
4000012交換部品2024-06-182024-07-051719212567北側の入口を利用
 先に受付へ連絡
5000013交換部品2025-06-222025-08-06451451369再確認待ち
6000014交換部品2026-02-152026-03-183115247105北側の入口を利用
 先に受付へ連絡
7000015箱入り書籍2024-09-142024-09-24101586692参照情報を保持：UTF-8 / v2.1
8000017畳んだ布類2024-07-312024-09-13441501437北側の入口を利用
diff --git a/evaluation/v2/cases/5ae301c59c5cc917b3a4f6d8a98bd81dc7adea5948705c9336221cde5a89b68d-open/review.html b/evaluation/v2/cases/5ae301c59c5cc917b3a4f6d8a98bd81dc7adea5948705c9336221cde5a89b68d-open/review.html
index 756bee7cf3098a2657dbb9c00d159f790744ea2d..9a09f66b5cc8be1a1e375a32785cb584be622927 100644
--- a/evaluation/v2/cases/5ae301c59c5cc917b3a4f6d8a98bd81dc7adea5948705c9336221cde5a89b68d-open/review.html
+++ b/evaluation/v2/cases/5ae301c59c5cc917b3a4f6d8a98bd81dc7adea5948705c9336221cde5a89b68d-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.88 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Artikel"Gefaltete Wäsch""Gefaltete Wäsche""Gefaltete Wäsche"Repairedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.88 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Artikel"Gefaltete Wäsch""Gefaltete Wäsche""Gefaltete Wäsche"Repairedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00001000000110RT-000003Gefaltete Wäsche0.25kg250g20270Luma 東京Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang.
4RC-00001400000114RT-000000Archivmappen0.875kg875g40915Luma 東京Vor dem Transport von Archivmappen die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang.
5RC-00002900000129RT-000001Archivmappen2500g2.5kg252525LUMA  "Vor dem Transport von Archivmappen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 30  
6RC-00003000000130RT-000002Keramiktassen0.5kg500g30530Luma 東京Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
7RC-00003100000131RT-000003Gefaltete Wäsche1375g1.375kg351410Luma AtelierVor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang.
8RC-00003200000132RT-000004Archivmappen2.25kg2250g402290luma
9RC-00003300000133RT-000005Keramiktassen250g0.25kg45295LUMA  "Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang."
 34  
10RC-00004400000144RT-000002Archivmappen1.25kg1250g551305luma
11RC-00004500000145RT-000003Keramiktassen2125g2.125kg152140LUMA  "Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang."
diff --git a/evaluation/v2/cases/617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93/review.html b/evaluation/v2/cases/617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93/review.html
index ed2f113fde905e5d8f31479a12217dde004991b4..66738e4313d5a048fc66214a1d658cbbb540e56a 100644
--- a/evaluation/v2/cases/617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93/review.html
+++ b/evaluation/v2/cases/617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
56Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
2Geboekt"""""77"Missed / incorrectmissing.required
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelGeboektAanwezigAfwezigBegindatumOpmerking
1000001Keramiekworkshop17892025-09-10
2000002Taalles45322025-05-25
3000003Bibliotheeksessie0002025-11-01
4000004Bibliotheeksessie10468362026-01-07
5000009Taalles13594412024-02-25Wacht op een tweede controle
6000011Bibliotheeksessie16979902024-01-28Gebruik de noordelijke ingang
+
56Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
2Geboekt"""""77"Missed / incorrectmissing.required
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelGeboektAanwezigAfwezigBegindatumOpmerking
1000001Keramiekworkshop17892025-09-10
2000002Taalles45322025-05-25
3000003Bibliotheeksessie0002025-11-01
4000004Bibliotheeksessie10468362026-01-07
5000009Taalles13594412024-02-25Wacht op een tweede controle
6000011Bibliotheeksessie16979902024-01-28Gebruik de noordelijke ingang
 Meld u eerst bij de receptie
7000023Taalles16321612025-12-01Referentie bewaard: UTF-8 / v2.1
8000025Avondseminar12572025-02-06Bij aankomst gecontroleerd
Every detection and application decision
[
   {
     "row": 1,
diff --git a/evaluation/v2/cases/678fc028ee8b94af5a0e745173af65e906efed3a07bdb1afc099dbbc3505f334-open-clean/review.html b/evaluation/v2/cases/678fc028ee8b94af5a0e745173af65e906efed3a07bdb1afc099dbbc3505f334-open-clean/review.html
index 47a410af031c52da209ef9c3c9697066eaf77f38..599c2e21137c050b384ce2c5e4d2d47829dc333b 100644
--- a/evaluation/v2/cases/678fc028ee8b94af5a0e745173af65e906efed3a07bdb1afc099dbbc3505f334-open-clean/review.html
+++ b/evaluation/v2/cases/678fc028ee8b94af5a0e745173af65e906efed3a07bdb1afc099dbbc3505f334-open-clean/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.56 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΚωδικός διαδρομήςΕίδοςΔηλωμένη μάζα τεμαχίουΜονάδα δηλωμένης μάζαςΜετρημένη μάζα τεμαχίουΜονάδα μέτρησηςΜάζα συσκευασίας σε γραμμάριαΜικτή μάζα σε γραμμάριαΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100RT-000000Κεραμικά φλιτζάνια0.125kg125g15140luma
2RC-00000100000101RT-000001Διπλωμένα λινά1000g1kg201020LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.56 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΚωδικός διαδρομήςΕίδοςΔηλωμένη μάζα τεμαχίουΜονάδα δηλωμένης μάζαςΜετρημένη μάζα τεμαχίουΜονάδα μέτρησηςΜάζα συσκευασίας σε γραμμάριαΜικτή μάζα σε γραμμάριαΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100RT-000000Κεραμικά φλιτζάνια0.125kg125g15140luma
2RC-00000100000101RT-000001Διπλωμένα λινά1000g1kg201020LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
 2  
3RC-00001100000111RT-000004Φάκελοι αρχείου1125g1.125kg251150Luma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Φάκελοι αρχείου· ο σταθμός 5 χειρίζεται αυτή την εγγραφή.
4RC-00001200000112RT-000005Κεραμικά φλιτζάνια2kg2000g302030luma
5RC-00001400000114RT-000000Φάκελοι αρχείου0.875kg875g40915Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Φάκελοι αρχείου· ο σταθμός 1 χειρίζεται αυτή την εγγραφή.
6RC-00002900000129RT-000001Φάκελοι αρχείου2500g2.5kg252525LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Φάκελοι αρχείου· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
 30  
7RC-00004900000149RT-000000Διπλωμένα λινά2750g2.75kg352785LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 1 χειρίζεται αυτή την εγγραφή."
 50  
8RC-00005000000150RT-000001Φάκελοι αρχείου0.75kg750g40790Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Φάκελοι αρχείου· ο σταθμός 2 χειρίζεται αυτή την εγγραφή.
9RC-00005100000151RT-000002Κεραμικά φλιτζάνια1625g1.625kg451670Luma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Κεραμικά φλιτζάνια· ο σταθμός 3 χειρίζεται αυτή την εγγραφή.
10RC-00005200000152RT-000003Διπλωμένα λινά2.5kg2500g502550luma
11RC-00005300000153RT-000004Φάκελοι αρχείου500g0.5kg55555LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Φάκελοι αρχείου· ο σταθμός 5 χειρίζεται αυτή την εγγραφή."
diff --git a/evaluation/v2/cases/690d978ad2cd1404b2e396ca1a398493b9a0bd77e29a3b204b0c6d7ae50931b3/review.html b/evaluation/v2/cases/690d978ad2cd1404b2e396ca1a398493b9a0bd77e29a3b204b0c6d7ae50931b3/review.html
index 787bcbcc23958596c60f75cbbbf660144106ca51..38f9e63caaedb347ab2528ecc8899a5136caf77e 100644
--- a/evaluation/v2/cases/690d978ad2cd1404b2e396ca1a398493b9a0bd77e29a3b204b0c6d7ae50931b3/review.html
+++ b/evaluation/v2/cases/690d978ad2cd1404b2e396ca1a398493b9a0bd77e29a3b204b0c6d7ae50931b3/review.html
@@ -1,5 +1,5 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
81Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.22 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaData rozpoczęciaData zakończeniaDniPojemność (miejsca paletowe)Zarezerwowane (miejsca paletowe)Dostępne (miejsca paletowe)Uwagi
1000001Części zamienne2025-04-172025-05-26391155758Sprawdzono przy odbiorze
2000002Książki w pudłach2026-07-122026-08-0827885236
3000012Złożona bielizna2026-05-112026-07-02521178136Oczekuje na ponowną kontrolę
4000014Części zamienne2025-04-272025-04-30319713859Sprawdzono przy odbiorze
5000026Części zamienne2026-04-192026-04-256956035Oczekuje na ponowną kontrolę
6000029Części zamienne2024-03-082024-05-23761137439Dodatkowe czynności nie są wymagane
7000030Książki w pudłach2026-05-032026-06-11391139419Sprawdzono przy odbiorze
8000031Złożona bielizna2025-06-082025-07-032517366107Zachowano odniesienie: UTF-8 / v2.1
9000032Książki w pudłach2024-10-132024-12-1462633033Skorzystać z wejścia północnego
+
81Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.22 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaData rozpoczęciaData zakończeniaDniPojemność (miejsca paletowe)Zarezerwowane (miejsca paletowe)Dostępne (miejsca paletowe)Uwagi
1000001Części zamienne2025-04-172025-05-26391155758Sprawdzono przy odbiorze
2000002Książki w pudłach2026-07-122026-08-0827885236
3000012Złożona bielizna2026-05-112026-07-02521178136Oczekuje na ponowną kontrolę
4000014Części zamienne2025-04-272025-04-30319713859Sprawdzono przy odbiorze
5000026Części zamienne2026-04-192026-04-256956035Oczekuje na ponowną kontrolę
6000029Części zamienne2024-03-082024-05-23761137439Dodatkowe czynności nie są wymagane
7000030Książki w pudłach2026-05-032026-06-11391139419Sprawdzono przy odbiorze
8000031Złożona bielizna2025-06-082025-07-032517366107Zachowano odniesienie: UTF-8 / v2.1
9000032Książki w pudłach2024-10-132024-12-1462633033Skorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599/review.html b/evaluation/v2/cases/6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599/review.html
index 3ea13e5e139a15edf6f19b5b70126c04a695ef6c..3db6aee3023981073f6a18f1e65bad2e590a7595 100644
--- a/evaluation/v2/cases/6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599/review.html
+++ b/evaluation/v2/cases/6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.69 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Artikel"Gummifu""Gummifuß""Gummifuß"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelReferenzwertServiceklasseStückzahlStückpreisPositionskostenLagerzoneRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Stahlscharnier1 000,50A21.252.50Aluma
2RC-00000100000101Baumwollriemen1000.50B31.384.14BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
121Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.69 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Artikel"Gummifu""Gummifuß""Gummifuß"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelReferenzwertServiceklasseStückzahlStückpreisPositionskostenLagerzoneRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Stahlscharnier1 000,50A21.252.50Aluma
2RC-00000100000101Baumwollriemen1000.50B31.384.14BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00001100000111Gummifuß1000.50C22.685.36CLuma AtelierVor dem Transport von Gummifuß die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang.
4RC-00001900000119Baumwollriemen1000.50B103.7237.20BLuma AtelierVor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
5RC-00002200000122Baumwollriemen1 000,50B24.118.22BLuma 東京Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang.
6RC-00002400000124Stahlscharnier1 000,50A44.3717.48Aluma
7RC-00004800000148Stahlscharnier1 000,50A67.4944.94Aluma
8RC-00004900000149Baumwollriemen1000.50B77.6253.34BLUMA  "Vor dem Transport von Baumwollriemen die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang."
 50  
9RC-00005000000150Gummifuß1 000,50C87.7562.00CLuma 東京Vor dem Transport von Gummifuß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang.
10RC-00005100000151Stahlscharnier1000.50A97.8870.92ALuma AtelierVor dem Transport von Stahlscharnier die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
11RC-00005200000152Baumwollriemen1 000,50B108.0180.10Bluma
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7/review.html b/evaluation/v2/cases/6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7/review.html
index 38ad501ce54937206097589e867bb22845d9ac7a..0e520dce6a6fac776d7ef8ce56461652760d0882 100644
--- a/evaluation/v2/cases/6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7/review.html
+++ b/evaluation/v2/cases/6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.47 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
 2  
3RC-00000500000105Printed map16/01/20260B2026-01-162026-01-160approvedAP-0000057LUMA  "Check the attached card before moving Printed map; station 6 handles this record."
 6  
4RC-00002700000127Textile fragment23/03/20260D2026-03-232026-03-241pending7Luma AtelierCheck the attached card before moving Textile fragment; station 7 handles this record.
5RC-00003400000134Clay vessel2026-04-13trueC2026-04-132026-04-218approvedAP-0000343Luma 東京Check the attached card before moving Clay vessel; station 7 handles this record.
6RC-00004000000140Clay vessel2026-05-01trueA2026-05-012026-05-010approvedAP-0000409luma
7RC-00004600000146Clay vessel2026-05-19trueC2026-05-192026-05-267approvedAP-0000464Luma 東京Check the attached card before moving Clay vessel; station 5 handles this record.
8RC-00004700000147Printed map22/05/20260D2026-05-222026-05-308approvedAP-0000475Luma AtelierCheck the attached card before moving Printed map; station 6 handles this record.
9RC-00004800000148Textile fragment2026-05-25trueA2026-05-252026-06-039pending6luma
10RC-00004900000149Clay vessel28/05/20260B2026-05-282026-06-0710approvedAP-0000497LUMA  "Check the attached card before moving Clay vessel; station 1 handles this record."
 50  
11RC-00005000000150Printed map2026-05-31trueC2026-05-312026-05-310approvedAP-0000508Luma 東京Check the attached card before moving Printed map; station 2 handles this record.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/6f473d768d6896c4df49c289822cc6ade4b423a8858baad558f205761ba17781-open-clean/review.html b/evaluation/v2/cases/6f473d768d6896c4df49c289822cc6ade4b423a8858baad558f205761ba17781-open-clean/review.html
index 2d10b5f93b5592a0a561f3f2b4012167a0a582ec..481f480105777f36724f17cff5a6ef6db0203010 100644
--- a/evaluation/v2/cases/6f473d768d6896c4df49c289822cc6ade4b423a8858baad558f205761ba17781-open-clean/review.html
+++ b/evaluation/v2/cases/6f473d768d6896c4df49c289822cc6ade4b423a8858baad558f205761ba17781-open-clean/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.38 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50A21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.38 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50A21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00000500000105Stopka gumowa1000.50C71.913.3CLUMA  "Przed przeniesieniem Stopka gumowa sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord."
 6  
4RC-00000600000106Zawias stalowy1 000,50A82.0316.24ALuma 東京Przed przeniesieniem Zawias stalowy sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord.
5RC-00000700000107Pas bawełniany1000.50B92.1619.44BLuma AtelierPrzed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
6RC-00000800000108Stopka gumowa1 000,50C102.2922.90Cluma
7RC-00000900000109Zawias stalowy1000.50A112.4226.62ALUMA  "Przed przeniesieniem Zawias stalowy sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord."
 10  
8RC-00002300000123Stopka gumowa1000.50C34.2412.72CLuma AtelierPrzed przeniesieniem Stopka gumowa sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
9RC-00003300000133Zawias stalowy1000.50A25.5411.08ALUMA  "Przed przeniesieniem Zawias stalowy sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord."
diff --git a/evaluation/v2/cases/6f8933f89b2a2d2894359fef1382ba3094ba903f9f43c14ab6f0b539a4d5f513-open/review.html b/evaluation/v2/cases/6f8933f89b2a2d2894359fef1382ba3094ba903f9f43c14ab6f0b539a4d5f513-open/review.html
index aa1efc62fe5d88450e4712d716bc406833af1b57..a697f015bb1f714b1fe8e543e2e33d1adec23f42 100644
--- a/evaluation/v2/cases/6f8933f89b2a2d2894359fef1382ba3094ba903f9f43c14ab6f0b539a4d5f513-open/review.html
+++ b/evaluation/v2/cases/6f8933f89b2a2d2894359fef1382ba3094ba903f9f43c14ab6f0b539a4d5f513-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
70Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.54 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
4Αναγνωριστικό"00004""000004""000004"Repairedschema.identifier
4Είδος"Συνεδρία βιβλιοθήκης""Συνεδρία βιβλιοθήκης""Συνεδρία βιβλιοθήκης"Missed / incorrecttext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΚρατήσειςΠαρόντεςΑπόντεςΗμερομηνία έναρξηςΣημείωση
1000001Εργαστήριο κεραμικής185119662025-12-07Αναμένεται δεύτερος έλεγχος
2000002Συνεδρία βιβλιοθήκης12043772024-10-03
3000003Συνεδρία βιβλιοθήκης127116112024-11-19Ετικέτα «προτεραιότητα», να παραμείνει ορατή
4000004Συνεδρία βιβλιοθήκης5110412024-10-29Ετικέτα «προτεραιότητα», να παραμείνει ορατή
5000005Συνεδρία βιβλιοθήκης7361122025-01-19Αναμένεται δεύτερος έλεγχος
6000006Εργαστήριο κεραμικής11252602024-03-25Χρησιμοποιήστε τη βόρεια είσοδο
+
70Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.54 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
4Αναγνωριστικό"00004""000004""000004"Repairedschema.identifier
4Είδος"Συνεδρία βιβλιοθήκης""Συνεδρία βιβλιοθήκης""Συνεδρία βιβλιοθήκης"Missed / incorrecttext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΚρατήσειςΠαρόντεςΑπόντεςΗμερομηνία έναρξηςΣημείωση
1000001Εργαστήριο κεραμικής185119662025-12-07Αναμένεται δεύτερος έλεγχος
2000002Συνεδρία βιβλιοθήκης12043772024-10-03
3000003Συνεδρία βιβλιοθήκης127116112024-11-19Ετικέτα «προτεραιότητα», να παραμείνει ορατή
4000004Συνεδρία βιβλιοθήκης5110412024-10-29Ετικέτα «προτεραιότητα», να παραμείνει ορατή
5000005Συνεδρία βιβλιοθήκης7361122025-01-19Αναμένεται δεύτερος έλεγχος
6000006Εργαστήριο κεραμικής11252602024-03-25Χρησιμοποιήστε τη βόρεια είσοδο
 Ενημερώστε πρώτα την υποδοχή
7000008Μάθημα γλώσσας458372024-03-24Χρησιμοποιήστε τη βόρεια είσοδο
 Ενημερώστε πρώτα την υποδοχή
8000013Εργαστήριο κεραμικής5939202026-05-13Ελέγχθηκε κατά την άφιξη
9000015Εργαστήριο κεραμικής559462026-01-23Διατηρήθηκε η αναφορά: UTF-8 / v2.1
10000031Μάθημα γλώσσας6520452025-01-17Διατηρήθηκε η αναφορά: UTF-8 / v2.1
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0/review.html b/evaluation/v2/cases/7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0/review.html
index b7b9ec14558c60673ca87a5c610a6e219d7b04fc..d5a3a0e413176ceb5c623eadec5fc36bd54d4eea 100644
--- a/evaluation/v2/cases/7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0/review.html
+++ b/evaluation/v2/cases/7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.49 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeArtikelAntragsdatumEingang bestätigtZielsammlungAnfangsdatumEnddatumVergangene TageBearbeitungsstatusErforderliche FreigabereferenzStückzahlRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100Textilfragment2026-01-01trueA2026-01-012026-01-010ausstehend2luma
2RC-00000100000101Tongefäß04/01/20260B2026-01-042026-01-051genehmigtAP-0000013LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000400000104Tongefäß2026-01-13trueA2026-01-132026-01-174genehmigtAP-0000046luma
4RC-00002000000120Gedruckte Karte2026-03-02trueA2026-03-022026-03-020genehmigtAP-00002011luma
5RC-00002700000127Textilfragment23/03/20260D2026-03-232026-03-241ausstehend7Luma AtelierVor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
6RC-00002800000128Tongefäß2026-03-26trueA2026-03-262026-03-282genehmigtAP-0000288luma
7RC-00004900000149Tongefäß28/05/20260B2026-05-282026-06-0710genehmigtAP-0000497LUMA  "Vor dem Transport von Tongefäß die beigefügte Karte prüfen; Station 1 bearbeitet diesen Vorgang."
 50  
8RC-00005000000150Gedruckte Karte2026-05-31trueC2026-05-312026-05-310genehmigtAP-0000508Luma 東京Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang.
9RC-00005100000151Textilfragment03/06/20260D2026-06-032026-06-1512ausstehend9Luma AtelierVor dem Transport von Textilfragment die beigefügte Karte prüfen; Station 3 bearbeitet diesen Vorgang.
10RC-00005200000152Tongefäß2026-06-06trueA2026-06-062026-06-060genehmigtAP-00005210luma
11RC-00005300000153Gedruckte Karte09/06/20260B2026-06-092026-06-101genehmigtAP-00005311LUMA  "Vor dem Transport von Gedruckte Karte die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang."
 54  
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/740256b7487307e53e993214201d2e3570fd42bf6d61a469122fd4974ea38b0b-open/review.html b/evaluation/v2/cases/740256b7487307e53e993214201d2e3570fd42bf6d61a469122fd4974ea38b0b-open/review.html
index 2ecc4dd7910a29d5ee70a3df71c9bfd9f04740e3..e8824a9ee3c28f119184055a7255b6ec5eb99716 100644
--- a/evaluation/v2/cases/740256b7487307e53e993214201d2e3570fd42bf6d61a469122fd4974ea38b0b-open/review.html
+++ b/evaluation/v2/cases/740256b7487307e53e993214201d2e3570fd42bf6d61a469122fd4974ea38b0b-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Accès au jardin""Accès au jardin""Accès au jardin"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleDate de débutDate de finJoursStatutRéférenceRemarque
1000001Accès au jardin2025-10-242025-11-1118OuvertÉtiquette « prioritaire », à laisser visible
2000002Étal de marché2026-04-232026-05-1017ClôturéREF-000002En attente d’une seconde vérification
3000003Étal de marché2026-02-092026-03-0524ClôturéREF-000003
4000004Événement associatif2024-05-092024-06-1941ClôturéREF-000004Contrôlé à l’arrivée
5000005Accès au jardin2026-04-302026-07-1879ClôturéREF-000005Aucune manipulation supplémentaire requise
6000006Accès au jardin2024-04-022025-04-03366ClôturéREF-000006Contrôlé à l’arrivée
7000007Accès au jardin2025-12-252026-02-0845ClôturéREF-000007
8000015Événement associatif2026-03-132026-03-3017ExceptionnelREF-000015En attente d’une seconde vérification
9000025Accès au jardin2025-12-192026-01-2436ClôturéREF-000025
10000026Accès au jardin2026-01-122026-01-2311ClôturéREF-000026Aucune manipulation supplémentaire requise
11000032Étal de marché2024-09-162024-11-1358OuvertÉtiquette « prioritaire », à laisser visible
Every detection and application decision
[
+
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Accès au jardin""Accès au jardin""Accès au jardin"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleDate de débutDate de finJoursStatutRéférenceRemarque
1000001Accès au jardin2025-10-242025-11-1118OuvertÉtiquette « prioritaire », à laisser visible
2000002Étal de marché2026-04-232026-05-1017ClôturéREF-000002En attente d’une seconde vérification
3000003Étal de marché2026-02-092026-03-0524ClôturéREF-000003
4000004Événement associatif2024-05-092024-06-1941ClôturéREF-000004Contrôlé à l’arrivée
5000005Accès au jardin2026-04-302026-07-1879ClôturéREF-000005Aucune manipulation supplémentaire requise
6000006Accès au jardin2024-04-022025-04-03366ClôturéREF-000006Contrôlé à l’arrivée
7000007Accès au jardin2025-12-252026-02-0845ClôturéREF-000007
8000015Événement associatif2026-03-132026-03-3017ExceptionnelREF-000015En attente d’une seconde vérification
9000025Accès au jardin2025-12-192026-01-2436ClôturéREF-000025
10000026Accès au jardin2026-01-122026-01-2311ClôturéREF-000026Aucune manipulation supplémentaire requise
11000032Étal de marché2024-09-162024-11-1358OuvertÉtiquette « prioritaire », à laisser visible
Every detection and application decision
[
   {
     "row": 4,
     "column": 1,
diff --git a/evaluation/v2/cases/83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f/review.html b/evaluation/v2/cases/83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f/review.html
index 3d557a614bb80d990c9311524dc286c1e5535716..ec4eca66e5f95aab71ae0c6f96958fe41434a288 100644
--- a/evaluation/v2/cases/83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f/review.html
+++ b/evaluation/v2/cases/83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.59 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Identyfikator"00006""000006""000006"Repairedschema.identifier
5Zarezerwowane"29 h""29""29"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaPojemnośćZarezerwowaneDostępneData rozpoczęciaUwagi
1000001Sala spotkań19091812025-11-06Etykieta „priorytet”, pozostawić widoczną
2000002Sala szkoleniowa151161352025-07-11Skorzystać z wejścia północnego
+
77Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.59 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Identyfikator"00006""000006""000006"Repairedschema.identifier
5Zarezerwowane"29 h""29""29"Repairedschema.type
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaPojemnośćZarezerwowaneDostępneData rozpoczęciaUwagi
1000001Sala spotkań19091812025-11-06Etykieta „priorytet”, pozostawić widoczną
2000002Sala szkoleniowa151161352025-07-11Skorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
3000004Sala spotkań12087332024-05-03Oczekuje na ponowną kontrolę
4000005Sala przyjęć149101392024-03-14Oczekuje na ponowną kontrolę
5000006Sala przyjęć10929802025-08-01Oczekuje na ponowną kontrolę
6000007Sala spotkań7432025-04-30Sprawdzono przy odbiorze
7000008Sala przyjęć16971622026-01-14Etykieta „priorytet”, pozostawić widoczną
8000011Sala szkoleniowa19118742025-09-11Zachowano odniesienie: UTF-8 / v2.1
9000028Sala dostępna149341152024-11-17
10000029Sala szkoleniowa158471112026-06-02Etykieta „priorytet”, pozostawić widoczną
11000030Sala szkoleniowa656232026-01-12Etykieta „priorytet”, pozostawić widoczną
Every detection and application decision
[
   {
     "row": 4,
diff --git a/evaluation/v2/cases/83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7/review.html b/evaluation/v2/cases/83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7/review.html
index 0afae9e11e9b48ab065f8ae259f0704d60fa66eb..933f8f9eda8bf397b4269e2ec9f95e15714d225d 100644
--- a/evaluation/v2/cases/83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7/review.html
+++ b/evaluation/v2/cases/83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.53 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.53 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00001200000112Fragment tkaniny2026-02-06trueA2026-02-062026-02-1812oczekujące3luma
4RC-00001300000113Naczynie gliniane09/02/20260B2026-02-092026-02-090zatwierdzoneAP-0000134LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord."
 14  
5RC-00001500000115Fragment tkaniny15/02/20260D2026-02-152026-02-150oczekujące6Luma AtelierPrzed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
6RC-00001600000116Naczynie gliniane2026-02-18trueA2026-02-182026-02-213zatwierdzoneAP-0000167luma
7RC-00001700000117Rzeźbiony panel21/02/20260B2026-02-212026-02-254zatwierdzoneAP-0000178LUMA  "Przed przeniesieniem Rzeźbiony panel sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord."
 18  
8RC-00001800000118Fragment tkaniny2026-02-24trueC2026-02-242026-03-015oczekujące9Luma 東京Przed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
9RC-00001900000119Naczynie gliniane27/02/20260D2026-02-272026-03-056zatwierdzoneAP-00001910Luma AtelierPrzed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord.
10RC-00003600000136Fragment tkaniny2026-04-19trueA2026-04-192026-04-2910oczekujące5luma
11RC-00004500000145Fragment tkaniny16/05/20260B2026-05-162026-05-160oczekujące3LUMA  "Przed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord."
diff --git a/evaluation/v2/cases/83e33197e71ea0876f8c972009b0caadedaf7ab29772d983a0bc40d6b31955e5/review.html b/evaluation/v2/cases/83e33197e71ea0876f8c972009b0caadedaf7ab29772d983a0bc40d6b31955e5/review.html
index faba211e084d39520851079dca43417fed8c74c8..d71085f9cb3c92e91e1447f54d72ec81ea4f1029 100644
--- a/evaluation/v2/cases/83e33197e71ea0876f8c972009b0caadedaf7ab29772d983a0bc40d6b31955e5/review.html
+++ b/evaluation/v2/cases/83e33197e71ea0876f8c972009b0caadedaf7ab29772d983a0bc40d6b31955e5/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.38 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50A21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.38 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaWartość referencyjnaKlasa usługiLiczba sztukCena jednostkowaKoszt pozycjiStrefa magazynowaniaZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Zawias stalowy1 000,50A21.252.50Aluma
2RC-00000100000101Pas bawełniany1000.50B31.384.14BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00001500000115Zawias stalowy1000.50A63.219.2ALuma AtelierPrzed przeniesieniem Zawias stalowy sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
4RC-00001600000116Pas bawełniany1 000,50B73.3323.31Bluma
5RC-00001700000117Złączka mosiężna1000.50D83.4627.68DLUMA  "Przed przeniesieniem Złączka mosiężna sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord."
 18  
6RC-00001800000118Zawias stalowy1 000,50A93.5932.31ALuma 東京Przed przeniesieniem Zawias stalowy sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
7RC-00001900000119Pas bawełniany1000.50B103.7237.20BLuma AtelierPrzed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord.
8RC-00003700000137Pas bawełniany1000.50B66.0636.36BLUMA  "Przed przeniesieniem Pas bawełniany sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord."
 38  
9RC-00004100000141Stopka gumowa1000.50C106.5865.80CLUMA  "Przed przeniesieniem Stopka gumowa sprawdzić dołączoną kartę; stanowisko 7 obsługuje ten rekord."
diff --git a/evaluation/v2/cases/85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1/review.html b/evaluation/v2/cases/85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1/review.html
index 000f0ad80fa3941d6ab6f4faf37fea3e68f26b22..e1edbf8811f8aabf560c2ded1b72faef46342646 100644
--- a/evaluation/v2/cases/85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1/review.html
+++ b/evaluation/v2/cases/85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.4 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Record code" RC-000023""RC-000023""RC-000023"Repairedformat.whitespace
7Service class"C?""C""C"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA  "Check the attached card before moving Cotton belt; station 2 handles this record."
+
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.4 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Record code" RC-000023""RC-000023""RC-000023"Repairedformat.whitespace
7Service class"C?""C""C"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA  "Check the attached card before moving Cotton belt; station 2 handles this record."
 2  
3RC-00001300000113Cotton belt1000.50B42.9411.76BLUMA  "Check the attached card before moving Cotton belt; station 7 handles this record."
 14  
4RC-00001500000115Steel hinge1000.50A63.219.2ALuma AtelierCheck the attached card before moving Steel hinge; station 2 handles this record.
5RC-00002100000121Steel hinge1000.50A123.9847.76ALUMA  "Check the attached card before moving Steel hinge; station 1 handles this record."
 22  
6RC-00002200000122Cotton belt1 000,50B24.118.22BLuma 東京Check the attached card before moving Cotton belt; station 2 handles this record.
7RC-00002300000123Rubber foot1000.50C34.2412.72CLuma AtelierCheck the attached card before moving Rubber foot; station 3 handles this record.
8RC-00002400000124Steel hinge1 000,50A44.3717.48Aluma
9RC-00002500000125Cotton belt1000.50B54.522.5BLUMA  "Check the attached card before moving Cotton belt; station 5 handles this record."
diff --git a/evaluation/v2/cases/87e885905fc3606c63cd48369a6a570be6aa2198cf9927b667ceda60401e2e78/review.html b/evaluation/v2/cases/87e885905fc3606c63cd48369a6a570be6aa2198cf9927b667ceda60401e2e78/review.html
index a3d980b8f2755f2de09e1c5c4181675e8df681eb..1cdf82350cf09fd6bb5723f5661095ecefe7cd7e 100644
--- a/evaluation/v2/cases/87e885905fc3606c63cd48369a6a570be6aa2198cf9927b667ceda60401e2e78/review.html
+++ b/evaluation/v2/cases/87e885905fc3606c63cd48369a6a570be6aa2198cf9927b667ceda60401e2e78/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8Pozycja"K\u200bonto warsztatu""Konto warsztatu""Konto warsztatu"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaSaldo początkowe (EUR)Wpływy (EUR)Wydatki (EUR)Saldo końcowe (EUR)JednostkaUwagi
1000001Fundusz sprzętu117145139123EURSprawdzono przy odbiorze
2000002Konto warsztatu1946015239EUR
3000011Przydział biblioteczny130427498EURZachowano odniesienie: UTF-8 / v2.1
4000014Konto warsztatu20020036040EURSprawdzono przy odbiorze
5000017Konto warsztatu15810329232EURZachowano odniesienie: UTF-8 / v2.1
6000018Korekta wyjątkowa79467649EUREtykieta „priorytet”, pozostawić widoczną
7000019Fundusz sprzętu4718355175EUR
8000020Konto warsztatu1794446177EURSprawdzono przy odbiorze
9000021Konto warsztatu833910112EURDodatkowe czynności nie są wymagane
10000022Fundusz sprzętu1285337144EURDodatkowe czynności nie są wymagane
11000032Konto warsztatu144132132144EURSprawdzono przy odbiorze
Every detection and application decision
[
+
88Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
8Pozycja"K\u200bonto warsztatu""Konto warsztatu""Konto warsztatu"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaSaldo początkowe (EUR)Wpływy (EUR)Wydatki (EUR)Saldo końcowe (EUR)JednostkaUwagi
1000001Fundusz sprzętu117145139123EURSprawdzono przy odbiorze
2000002Konto warsztatu1946015239EUR
3000011Przydział biblioteczny130427498EURZachowano odniesienie: UTF-8 / v2.1
4000014Konto warsztatu20020036040EURSprawdzono przy odbiorze
5000017Konto warsztatu15810329232EURZachowano odniesienie: UTF-8 / v2.1
6000018Korekta wyjątkowa79467649EUREtykieta „priorytet”, pozostawić widoczną
7000019Fundusz sprzętu4718355175EUR
8000020Konto warsztatu1794446177EURSprawdzono przy odbiorze
9000021Konto warsztatu833910112EURDodatkowe czynności nie są wymagane
10000022Fundusz sprzętu1285337144EURDodatkowe czynności nie są wymagane
11000032Konto warsztatu144132132144EURSprawdzono przy odbiorze
Every detection and application decision
[
   {
     "row": 7,
     "column": 1,
diff --git a/evaluation/v2/cases/8996ffd684cc285d4b48de3cc565eec5be6b6f18bd818aa8b396b4a14605eb24-open/review.html b/evaluation/v2/cases/8996ffd684cc285d4b48de3cc565eec5be6b6f18bd818aa8b396b4a14605eb24-open/review.html
index 0c94d4e75ffc22a094ca8921d13dc0672725f66f..3025df1fc78a042a689435a870206c856a8312c5 100644
--- a/evaluation/v2/cases/8996ffd684cc285d4b48de3cc565eec5be6b6f18bd818aa8b396b4a14605eb24-open/review.html
+++ b/evaluation/v2/cases/8996ffd684cc285d4b48de3cc565eec5be6b6f18bd818aa8b396b4a14605eb24-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
56Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.39 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
2Pozycja"Zajęcia biblioteczne""Zajęcia biblioteczne""Zajęcia biblioteczne"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaZarezerwowaneObecniNieobecniData rozpoczęciaUwagi
1000001Warsztaty ceramiki139261132026-01-31Oczekuje na ponowną kontrolę
2000002Zajęcia biblioteczne10419852026-07-06Skorzystać z wejścia północnego
+
56Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.39 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
2Pozycja"Zajęcia biblioteczne""Zajęcia biblioteczne""Zajęcia biblioteczne"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaZarezerwowaneObecniNieobecniData rozpoczęciaUwagi
1000001Warsztaty ceramiki139261132026-01-31Oczekuje na ponowną kontrolę
2000002Zajęcia biblioteczne10419852026-07-06Skorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
3000003Zajęcia biblioteczne2201001202025-08-06Etykieta „priorytet”, pozostawić widoczną
4000004Kurs językowy338252024-05-18Skorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
5000007Zajęcia biblioteczne17817532024-09-14
6000008Warsztaty ceramiki6538272024-06-30Sprawdzono przy odbiorze
7000018Kurs językowy176581182026-01-05
8000026Kurs językowy193921012025-01-12Zachowano odniesienie: UTF-8 / v2.1
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/9071e3bb96646641aad094c962441e56d5f01695b23420d60ba5e28fc3ac377b/review.html b/evaluation/v2/cases/9071e3bb96646641aad094c962441e56d5f01695b23420d60ba5e28fc3ac377b/review.html
index 7d10b3271af611ee0ac050458b6b6cace1102442..37957968d4768590013a44cb5ee13c29962310f5 100644
--- a/evaluation/v2/cases/9071e3bb96646641aad094c962441e56d5f01695b23420d60ba5e28fc3ac377b/review.html
+++ b/evaluation/v2/cases/9071e3bb96646641aad094c962441e56d5f01695b23420d60ba5e28fc3ac377b/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyKod trasyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa opakowania w gramachMasa brutto w gramachZarejestrowana nazwaUwagi obsługi
1RC-00000000000100RT-000000Kubki ceramiczne0.125kg125g15140luma
2RC-00000100000101RT-000001Złożona bielizna1000g1kg201020LUMA  "Przed przeniesieniem Złożona bielizna sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyKod trasyPozycjaDeklarowana masa sztukiJednostka deklarowanej masyZmierzona masa sztukiJednostka pomiaruMasa opakowania w gramachMasa brutto w gramachZarejestrowana nazwaUwagi obsługi
1RC-00000000000100RT-000000Kubki ceramiczne0.125kg125g15140luma
2RC-00000100000101RT-000001Złożona bielizna1000g1kg201020LUMA  "Przed przeniesieniem Złożona bielizna sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00001000000110RT-000003Złożona bielizna0.25kg250g20270Luma 東京Przed przeniesieniem Złożona bielizna sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord.
4RC-00002000000120RT-000006Teczki archiwalne0.375kg375g25400luma
5RC-00002300000123RT-000002Teczki archiwalne125g0.125kg40165Luma AtelierPrzed przeniesieniem Teczki archiwalne sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord.
6RC-00003500000135RT-000000Teczki archiwalne2000g2kg552055Luma AtelierPrzed przeniesieniem Teczki archiwalne sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
7RC-00003600000136RT-000001Kubki ceramiczne2.875kg2875g152890luma
8RC-00003700000137RT-000002Złożona bielizna875g0.875kg20895LUMA  "Przed przeniesieniem Złożona bielizna sprawdzić dołączoną kartę; stanowisko 3 obsługuje ten rekord."
 38  
9RC-00003800000138RT-000003Teczki archiwalne1.75kg1750g251775Luma 東京Przed przeniesieniem Teczki archiwalne sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord.
10RC-00003900000139RT-000004Próbki drewna2625g2.625kg302655Luma AtelierPrzed przeniesieniem Próbki drewna sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
11RC-00005300000153RT-000004Teczki archiwalne500g0.5kg55555LUMA  "Przed przeniesieniem Teczki archiwalne sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord."
 54  
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/95e9fdf26fc178038d17705c13b1e33edcdd0074c14db6fb67518bfe22725cab/review.html b/evaluation/v2/cases/95e9fdf26fc178038d17705c13b1e33edcdd0074c14db6fb67518bfe22725cab/review.html
index 2ef485c41d3d2c8df67093c4f481eba522e77a9a..e635fe028cb221fe950108beb9b65761c6de2c0d 100644
--- a/evaluation/v2/cases/95e9fdf26fc178038d17705c13b1e33edcdd0074c14db6fb67518bfe22725cab/review.html
+++ b/evaluation/v2/cases/95e9fdf26fc178038d17705c13b1e33edcdd0074c14db6fb67518bfe22725cab/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.57 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.57 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowKod rekorduZewnętrzny kod cyfrowyPozycjaData wnioskuOdbiór potwierdzonyKolekcja docelowaData rozpoczęciaData zakończeniaLiczba dniStan procesuWymagany numer zatwierdzeniaLiczba sztukZarejestrowana nazwaUwagi obsługi
1RC-00000000000100Fragment tkaniny2026-01-01trueA2026-01-012026-01-010oczekujące2luma
2RC-00000100000101Naczynie gliniane04/01/20260B2026-01-042026-01-051zatwierdzoneAP-0000013LUMA  "Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord."
 2  
3RC-00000700000107Naczynie gliniane22/01/20260D2026-01-222026-01-297zatwierdzoneAP-0000079Luma AtelierPrzed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
4RC-00001100000111Mapa drukowana03/02/20260D2026-02-032026-02-1411zatwierdzoneAP-0000112Luma AtelierPrzed przeniesieniem Mapa drukowana sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
5RC-00003200000132Mapa drukowana2026-04-07trueA2026-04-072026-04-136zatwierdzoneAP-00003212luma
6RC-00003500000135Mapa drukowana16/04/20260D2026-04-162026-04-160zatwierdzoneAP-0000354Luma AtelierPrzed przeniesieniem Mapa drukowana sprawdzić dołączoną kartę; stanowisko 1 obsługuje ten rekord.
7RC-00004300000143Naczynie gliniane10/05/20260D2026-05-102026-05-144zatwierdzoneAP-00004312Luma AtelierPrzed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 2 obsługuje ten rekord.
8RC-00004400000144Mapa drukowana2026-05-13trueA2026-05-132026-05-185zatwierdzoneAP-0000442luma
9RC-00004500000145Fragment tkaniny16/05/20260B2026-05-162026-05-160oczekujące3LUMA  "Przed przeniesieniem Fragment tkaniny sprawdzić dołączoną kartę; stanowisko 4 obsługuje ten rekord."
 46  
10RC-00004600000146Naczynie gliniane2026-05-19trueC2026-05-192026-05-267zatwierdzoneAP-0000464Luma 東京Przed przeniesieniem Naczynie gliniane sprawdzić dołączoną kartę; stanowisko 5 obsługuje ten rekord.
11RC-00004700000147Mapa drukowana22/05/20260D2026-05-222026-05-308zatwierdzoneAP-0000475Luma AtelierPrzed przeniesieniem Mapa drukowana sprawdzić dołączoną kartę; stanowisko 6 obsługuje ten rekord.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/971c609092ceaf3ceee0fb8fc29fd7b4eb6262f72be7d62990d14eef903859d1/review.html b/evaluation/v2/cases/971c609092ceaf3ceee0fb8fc29fd7b4eb6262f72be7d62990d14eef903859d1/review.html
index c656e60ae295a5cba0140ec4cd9d45e303ab15cc..fe72d068bbc7589e1d72886e54982f9c7f3f4cc6 100644
--- a/evaluation/v2/cases/971c609092ceaf3ceee0fb8fc29fd7b4eb6262f72be7d62990d14eef903859d1/review.html
+++ b/evaluation/v2/cases/971c609092ceaf3ceee0fb8fc29fd7b4eb6262f72be7d62990d14eef903859d1/review.html
@@ -1,4 +1,4 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.2 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDatensatz-IDArtikelGröße (MiB)KopienGespeicherte Größe (MiB)IP-AdresseErfolgreichAnmerkung
1000001Testserver74,485372,40192.0.2.1Ja
2000002Testserver6,11424,44192.0.2.2JaEtikett mit „Priorität“, sichtbar lassen
3000003Archivknoten65,444261,76192.0.2.3NeinBei Ankunft geprüft
4000004Archivknoten62,293186,87192.0.2.4JaKeine zusätzliche Bearbeitung erforderlich
5000005Sensor-Gateway82,353247,05192.0.2.5NeinReferenz beibehalten: UTF-8 / v2.1
6000006Testserver75,024300,08192.0.2.6NeinReferenz beibehalten: UTF-8 / v2.1
7000007Archivknoten85,322170,64192.0.2.7NeinEtikett mit „Priorität“, sichtbar lassen
8000020Archivknoten64,835324,15192.0.2.20NeinReferenz beibehalten: UTF-8 / v2.1
9000021Sensor-Gateway70,343211,02192.0.2.21Nein
10000028Sensor-Gateway71,343214,02192.0.2.28JaBei Ankunft geprüft
11000030Testserver33,394133,56192.0.2.30JaBei Ankunft geprüft
Every detection and application decision
[]

\ No newline at end of file
+
88Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.2 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDatensatz-IDArtikelGröße (MiB)KopienGespeicherte Größe (MiB)IP-AdresseErfolgreichAnmerkung
1000001Testserver74,485372,40192.0.2.1Ja
2000002Testserver6,11424,44192.0.2.2JaEtikett mit „Priorität“, sichtbar lassen
3000003Archivknoten65,444261,76192.0.2.3NeinBei Ankunft geprüft
4000004Archivknoten62,293186,87192.0.2.4JaKeine zusätzliche Bearbeitung erforderlich
5000005Sensor-Gateway82,353247,05192.0.2.5NeinReferenz beibehalten: UTF-8 / v2.1
6000006Testserver75,024300,08192.0.2.6NeinReferenz beibehalten: UTF-8 / v2.1
7000007Archivknoten85,322170,64192.0.2.7NeinEtikett mit „Priorität“, sichtbar lassen
8000020Archivknoten64,835324,15192.0.2.20NeinReferenz beibehalten: UTF-8 / v2.1
9000021Sensor-Gateway70,343211,02192.0.2.21Nein
10000028Sensor-Gateway71,343214,02192.0.2.28JaBei Ankunft geprüft
11000030Testserver33,394133,56192.0.2.30JaBei Ankunft geprüft
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/9ed9eb83de2b77e08cc42088a8079d37463134a454cff1c8459015f380596ca8/review.html b/evaluation/v2/cases/9ed9eb83de2b77e08cc42088a8079d37463134a454cff1c8459015f380596ca8/review.html
index 3f7bb6a5851b62187d55930665f61a4ce7090895..711a722b915cde3a496e6ecc647f8523bee0ba8a 100644
--- a/evaluation/v2/cases/9ed9eb83de2b77e08cc42088a8079d37463134a454cff1c8459015f380596ca8/review.html
+++ b/evaluation/v2/cases/9ed9eb83de2b77e08cc42088a8079d37463134a454cff1c8459015f380596ca8/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
63Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.12 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9換算係数 (g/kg)"1001.00""1001.00""1000.00"Missed / incorrectNo detection
9換算値 (g)"57300.00""57300.00""57300.00"Preservedconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目投入質量 (kg)換算係数 (g/kg)換算値 (g)単位備考
1000001アルミニウム26.811000.0026810.00kg到着時に確認済み
2000002紙92.291000.0092290.00kg到着時に確認済み
3000003段ボール92.911000.0092910.00kg参照情報を保持：UTF-8 / v2.1
4000011紙62.011000.0062010.00kg
5000028紙90.201000.0090200.00kg到着時に確認済み
6000029段ボール62.211000.0062210.00kg再確認待ち
7000030アルミニウム32.181000.0032180.00kg北側の入口を利用
+
63Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.12 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9換算係数 (g/kg)"1001.00""1001.00""1000.00"Missed / incorrectNo detection
9換算値 (g)"57300.00""57300.00""57300.00"Preservedconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目投入質量 (kg)換算係数 (g/kg)換算値 (g)単位備考
1000001アルミニウム26.811000.0026810.00kg到着時に確認済み
2000002紙92.291000.0092290.00kg到着時に確認済み
3000003段ボール92.911000.0092910.00kg参照情報を保持：UTF-8 / v2.1
4000011紙62.011000.0062010.00kg
5000028紙90.201000.0090200.00kg到着時に確認済み
6000029段ボール62.211000.0062210.00kg再確認待ち
7000030アルミニウム32.181000.0032180.00kg北側の入口を利用
 先に受付へ連絡
8000031紙0.001000.000.00kg再確認待ち
9000032アルミニウム57.301001.0057300.00kg追加の対応は不要
Every detection and application decision
[
   {
     "row": 8,
diff --git a/evaluation/v2/cases/a24fea45e969d429db372b6023fc8f5f8fe7294dfd9b2c40af2eb928559f6b6e-open/review.html b/evaluation/v2/cases/a24fea45e969d429db372b6023fc8f5f8fe7294dfd9b2c40af2eb928559f6b6e-open/review.html
index 313e824f196773d114eeadc2160e877e646d6c25..19e504f346366e85334fb891db31a6c1a416e3bc 100644
--- a/evaluation/v2/cases/a24fea45e969d429db372b6023fc8f5f8fe7294dfd9b2c40af2eb928559f6b6e-open/review.html
+++ b/evaluation/v2/cases/a24fea45e969d429db372b6023fc8f5f8fe7294dfd9b2c40af2eb928559f6b6e-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.89 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Registered display name"Luma Atelier""Luma Atelier""Luma Atelier"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
+
154Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.89 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Registered display name"Luma Atelier""Luma Atelier""Luma Atelier"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
 2  
3RC-00000800000108Printed map2026-01-25trueA2026-01-252026-02-028approvedAP-00000810luma
4RC-00001900000119Clay vessel27/02/20260D2026-02-272026-03-056approvedAP-00001910Luma AtelierCheck the attached card before moving Clay vessel; station 6 handles this record.
5RC-00002100000121Textile fragment05/03/20260B2026-03-052026-03-138pending12LUMA  "Check the attached card before moving Textile fragment; station 1 handles this record."
 22  
6RC-00002200000122Clay vessel2026-03-08trueC2026-03-082026-03-179approvedAP-0000222Luma 東京Check the attached card before moving Clay vessel; station 2 handles this record.
7RC-00002300000123Printed map11/03/20260D2026-03-112026-03-2110approvedAP-0000233Luma AtelierCheck the attached card before moving Printed map; station 3 handles this record.
8RC-00002400000124Textile fragment2026-03-14trueA2026-03-142026-03-2511pending4luma
9RC-00002500000125Clay vessel17/03/20260B2026-03-172026-03-170approvedAP-0000255LUMA  "Check the attached card before moving Clay vessel; station 5 handles this record."
 26  
10RC-00003900000139Carved panel28/04/20260D2026-04-282026-04-280pending8Luma AtelierCheck the attached card before moving Carved panel; station 5 handles this record.
11RC-00005100000151Textile fragment03/06/20260D2026-06-032026-06-1512pending9Luma AtelierCheck the attached card before moving Textile fragment; station 3 handles this record.
Every detection and application decision
[
diff --git a/evaluation/v2/cases/a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd/review.html b/evaluation/v2/cases/a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd/review.html
index 9cad8f7728bb28346f72fbfe30324fcc025986db..237183716fedc1a2f36aa9837c688eeae7d8b3c4 100644
--- a/evaluation/v2/cases/a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd/review.html
+++ b/evaluation/v2/cases/a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
120Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.3 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
+
120Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.3 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowVorgangscodeExterner ZahlencodeRoutencodeArtikelDeklarierte StückmasseEinheit der deklarierten MasseGemessene StückmasseMesseinheitVerpackungsmasse in GrammBruttomasse in GrammRegistrierter AnzeigenameBearbeitungshinweis
1RC-00000000000100RT-000000Keramiktassen0.125kg125g15140luma
2RC-00000100000101RT-000001Gefaltete Wäsche1000g1kg201020LUMA  "Vor dem Transport von Gefaltete Wäsche die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang."
 2  
3RC-00000400000104RT-000004Gefaltete Wäsche0.75kg750g35785luma
4RC-00001200000112RT-000005Keramiktassen2kg2000g302030luma
5RC-00001800000118RT-000004Keramiktassen1.5kg1500g151515Luma 東京Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang.
6RC-00002800000128RT-000000Gefaltete Wäsche1.625kg1625g201645luma
7RC-00005200000152RT-000003Gefaltete Wäsche2.5kg2500g502550luma
8RC-00005300000153RT-000004Archivmappen500g0.5kg55555LUMA  "Vor dem Transport von Archivmappen die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang."
 54  
9RC-00005400000154RT-000005Keramiktassen1.375kg1375g151390Luma 東京Vor dem Transport von Keramiktassen die beigefügte Karte prüfen; Station 6 bearbeitet diesen Vorgang.
10RC-00005500000155RT-000006Holzproben2250g2.25kg202270Luma AtelierVor dem Transport von Holzproben die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/a6545112365e3a7a1887fa91f800d39eb0eb780f6a5b11dfe4730c6eb20c9c63-open/review.html b/evaluation/v2/cases/a6545112365e3a7a1887fa91f800d39eb0eb780f6a5b11dfe4730c6eb20c9c63-open/review.html
index e8f0d3555b7b37dcd572edfecc727a4edcaf6589..53c12dbd95fcc86e0083efb6212ef8d8fd8cc9e6 100644
--- a/evaluation/v2/cases/a6545112365e3a7a1887fa91f800d39eb0eb780f6a5b11dfe4730c6eb20c9c63-open/review.html
+++ b/evaluation/v2/cases/a6545112365e3a7a1887fa91f800d39eb0eb780f6a5b11dfe4730c6eb20c9c63-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Vase en argil""Vase en argile""Vase en argile"Repairedtext.spelling
5État du processus"approuvé?""approuvé""approuvé"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
+
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Vase en argil""Vase en argile""Vase en argile"Repairedtext.spelling
5État du processus"approuvé?""approuvé""approuvé"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
 2  
3RC-00000200000102Carte imprimée2026-01-07trueC2026-01-072026-01-092approuvéAP-0000024Luma 東京Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 3 traite ce dossier.
4RC-00000300000103Fragment textile10/01/20260D2026-01-102026-01-133en attente5Luma AtelierVérifier la fiche jointe avant de déplacer Fragment textile ; le poste 4 traite ce dossier.
5RC-00000400000104Vase en argile2026-01-13trueA2026-01-132026-01-174approuvéAP-0000046luma
6RC-00000500000105Carte imprimée16/01/20260B2026-01-162026-01-160approuvéAP-0000057LUMA  "Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 6 traite ce dossier."
 6  
7RC-00000600000106Fragment textile2026-01-19trueC2026-01-192026-01-256en attente8Luma 東京Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 7 traite ce dossier.
8RC-00002700000127Fragment textile23/03/20260D2026-03-232026-03-241en attente7Luma AtelierVérifier la fiche jointe avant de déplacer Fragment textile ; le poste 7 traite ce dossier.
9RC-00003900000139Panneau sculpté28/04/20260D2026-04-282026-04-280en attente8Luma AtelierVérifier la fiche jointe avant de déplacer Panneau sculpté ; le poste 5 traite ce dossier.
10RC-00004600000146Vase en argile2026-05-19trueC2026-05-192026-05-267approuvéAP-0000464Luma 東京Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 5 traite ce dossier.
11RC-00005200000152Vase en argile2026-06-06trueA2026-06-062026-06-060approuvéAP-00005210luma
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/a78eff0ea659f0315c65f5e3fe1ee1bcc69fd80907b537651b3602b6d9d1263f/review.html b/evaluation/v2/cases/a78eff0ea659f0315c65f5e3fe1ee1bcc69fd80907b537651b3602b6d9d1263f/review.html
index 6dddd6a73cbfaff1c130dc0a3a55c52c3d0d10c2..fec3456879fdc05e14d737e28f19f8da25126a5d 100644
--- a/evaluation/v2/cases/a78eff0ea659f0315c65f5e3fe1ee1bcc69fd80907b537651b3602b6d9d1263f/review.html
+++ b/evaluation/v2/cases/a78eff0ea659f0315c65f5e3fe1ee1bcc69fd80907b537651b3602b6d9d1263f/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.37 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeCode trajetArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse emballage en grammesMasse brute en grammesNom affiché enregistréConsigne de traitement
1RC-00000000000100RT-000000Tasses en céramique0.125kg125g15140luma
2RC-00000100000101RT-000001Linge plié1000g1kg201020LUMA  "Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 2 traite ce dossier."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.37 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeCode trajetArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse emballage en grammesMasse brute en grammesNom affiché enregistréConsigne de traitement
1RC-00000000000100RT-000000Tasses en céramique0.125kg125g15140luma
2RC-00000100000101RT-000001Linge plié1000g1kg201020LUMA  "Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 2 traite ce dossier."
 2  
3RC-00000800000108RT-000001Chemises d’archives1.375kg1375g551430luma
4RC-00001000000110RT-000003Linge plié0.25kg250g20270Luma 東京Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 4 traite ce dossier.
5RC-00001100000111RT-000004Chemises d’archives1125g1.125kg251150Luma AtelierVérifier la fiche jointe avant de déplacer Chemises d’archives ; le poste 5 traite ce dossier.
6RC-00001200000112RT-000005Tasses en céramique2kg2000g302030luma
7RC-00001300000113RT-000006Linge plié2875g2.875kg352910LUMA  "Vérifier la fiche jointe avant de déplacer Linge plié ; le poste 7 traite ce dossier."
 14  
8RC-00001400000114RT-000000Chemises d’archives0.875kg875g40915Luma 東京Vérifier la fiche jointe avant de déplacer Chemises d’archives ; le poste 1 traite ce dossier.
9RC-00001700000117RT-000003Échantillons de bois625g0.625kg55680LUMA  "Vérifier la fiche jointe avant de déplacer Échantillons de bois ; le poste 4 traite ce dossier."
 18  
10RC-00003100000131RT-000003Linge plié1375g1.375kg351410Luma AtelierVérifier la fiche jointe avant de déplacer Linge plié ; le poste 4 traite ce dossier.
11RC-00004400000144RT-000002Chemises d’archives1.25kg1250g551305luma
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/a7aadbf7aa1ed87cf17c6d68b7ca3b2b9c98740f2cc7c5be91c987035c7a29a2/review.html b/evaluation/v2/cases/a7aadbf7aa1ed87cf17c6d68b7ca3b2b9c98740f2cc7c5be91c987035c7a29a2/review.html
index 5d247926e8bc05a85a092aba82ed1a86dbc03f25..664aece72a8486ca79f1bf7654efb7a65207bded 100644
--- a/evaluation/v2/cases/a7aadbf7aa1ed87cf17c6d68b7ca3b2b9c98740f2cc7c5be91c987035c7a29a2/review.html
+++ b/evaluation/v2/cases/a7aadbf7aa1ed87cf17c6d68b7ca3b2b9c98740f2cc7c5be91c987035c7a29a2/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.95 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Aangegeven massa per stuk"2,625""2.625""2.625"Repairedformat.number
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
+
132Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.95 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Aangegeven massa per stuk"2,625""2.625""2.625"Repairedformat.number
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00001400000114Meekrapmengsel0.875kg875g1662517500LT-000214Luma 東京Controleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 1 behandelt dit dossier.
4RC-00001500000115Indigomengsel1750g1.75kg3325035000LT-000215Luma AtelierControleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 2 behandelt dit dossier.
5RC-00001600000116Okermengsel2.625kg2625g4987552500LT-000216luma
6RC-00001700000117Walnootmengsel625g0.625kg1187512500LT-000217LUMA  "Controleer de bijgevoegde kaart voordat Walnootmengsel wordt verplaatst; post 4 behandelt dit dossier."
 18  
7RC-00001800000118Indigomengsel1.5kg1500g2850030000LT-000218Luma 東京Controleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 5 behandelt dit dossier.
8RC-00001900000119Okermengsel2375g2.375kg4512547500LT-000219Luma AtelierControleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 6 behandelt dit dossier.
9RC-00002500000125Okermengsel1875g1.875kg3562537500LT-000225LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 5 behandelt dit dossier."
 26  
10RC-00002900000129Meekrapmengsel2500g2.5kg4750050000LT-000229LUMA  "Controleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 2 behandelt dit dossier."
diff --git a/evaluation/v2/cases/ac237a40e973fe810397de66b4e486ad226ba1230dc71ea3a8bd98005c3feb22-open-clean/review.html b/evaluation/v2/cases/ac237a40e973fe810397de66b4e486ad226ba1230dc71ea3a8bd98005c3feb22-open-clean/review.html
index 986c77185b2c18afa3b3da089e9e534230e2b5c5..06167ab1785b486a59a858c749a0f2a43f890d91 100644
--- a/evaluation/v2/cases/ac237a40e973fe810397de66b4e486ad226ba1230dc71ea3a8bd98005c3feb22-open-clean/review.html
+++ b/evaluation/v2/cases/ac237a40e973fe810397de66b4e486ad226ba1230dc71ea3a8bd98005c3feb22-open-clean/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.44 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA  "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.44 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleMasse déclarée par articleUnité de masse déclaréeMasse mesurée par articleUnité de mesureMasse d’eau en grammesMasse du mélange en grammesLot de productionNom affiché enregistréConsigne de traitement
1RC-00000000000100Mélange indigo0.125kg125g23752500LT-000200luma
2RC-00000100000101Mélange ocre1000g1kg1900020000LT-000201LUMA  "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 2 traite ce dossier."
 2  
3RC-00000900000109Mélange indigo2250g2.25kg4275045000LT-000209LUMA  "Vérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 3 traite ce dossier."
 10  
4RC-00001500000115Mélange indigo1750g1.75kg3325035000LT-000215Luma AtelierVérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 2 traite ce dossier.
5RC-00003100000131Mélange ocre1375g1.375kg2612527500LT-000231Luma AtelierVérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 4 traite ce dossier.
6RC-00004600000146Mélange ocre0.125kg125g23752500LT-000246Luma 東京Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 5 traite ce dossier.
7RC-00004900000149Mélange ocre2750g2.75kg5225055000LT-000249LUMA  "Vérifier la fiche jointe avant de déplacer Mélange ocre ; le poste 1 traite ce dossier."
 50  
8RC-00005000000150Mélange garance0.75kg750g1425015000LT-000250Luma 東京Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 2 traite ce dossier.
9RC-00005100000151Mélange indigo1625g1.625kg3087532500LT-000251Luma AtelierVérifier la fiche jointe avant de déplacer Mélange indigo ; le poste 3 traite ce dossier.
10RC-00005200000152Mélange ocre2.5kg2500g4750050000LT-000252luma
11RC-00005300000153Mélange garance500g0.5kg950010000LT-000253LUMA  "Vérifier la fiche jointe avant de déplacer Mélange garance ; le poste 5 traite ce dossier."
diff --git a/evaluation/v2/cases/b3bfd524d8c3ae833e623a5aa58c836c52f067846b5db5fbca44f3bf4ea71852/review.html b/evaluation/v2/cases/b3bfd524d8c3ae833e623a5aa58c836c52f067846b5db5fbca44f3bf4ea71852/review.html
index 6c71006d4760a2dec8166418b6d81443d85effb8..c74ed4d109aa41d02253d80cf388cd4e49835bd6 100644
--- a/evaluation/v2/cases/b3bfd524d8c3ae833e623a5aa58c836c52f067846b5db5fbca44f3bf4ea71852/review.html
+++ b/evaluation/v2/cases/b3bfd524d8c3ae833e623a5aa58c836c52f067846b5db5fbca44f3bf4ea71852/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
99Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.57 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Record ID"00016""000016""000016"Repairedschema.identifier
7End date"2024-03-14""2024-03-14""2024-03-22"Missed / incorrectNo detection
7Days"7""7""7"Preservedconsistency.temporal
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemStart dateEnd dateDaysQuantityReturned quantityOutstandingNote
1000001Language handbook2024-10-132024-12-2674973463Label marked "priority", keep visible
2000002Poetry collection2026-05-152027-05-16366500190310No additional handling required
3000009Poetry collection2026-06-212026-08-105016110853Checked on arrival
4000012Illustrated atlas2024-01-052024-02-133916311449
5000014Poetry collection2024-03-102024-03-3121784632Awaiting a second inspection
6000015Language handbook2025-12-102026-01-2243715813Reference retained: UTF-8 / v2.1
7000016Poetry collection2024-03-152024-03-14715622134
8000017Illustrated atlas2024-03-102024-03-100000Awaiting a second inspection
9000018Language handbook2025-09-302025-11-104114012218Awaiting a second inspection
10000028Poetry collection2026-04-222026-06-1049973265
11000029Poetry collection2024-06-062024-08-1570472126
Every detection and application decision
[
+
99Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.57 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Record ID"00016""000016""000016"Repairedschema.identifier
7End date"2024-03-14""2024-03-14""2024-03-22"Missed / incorrectNo detection
7Days"7""7""7"Preservedconsistency.temporal
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemStart dateEnd dateDaysQuantityReturned quantityOutstandingNote
1000001Language handbook2024-10-132024-12-2674973463Label marked "priority", keep visible
2000002Poetry collection2026-05-152027-05-16366500190310No additional handling required
3000009Poetry collection2026-06-212026-08-105016110853Checked on arrival
4000012Illustrated atlas2024-01-052024-02-133916311449
5000014Poetry collection2024-03-102024-03-3121784632Awaiting a second inspection
6000015Language handbook2025-12-102026-01-2243715813Reference retained: UTF-8 / v2.1
7000016Poetry collection2024-03-152024-03-14715622134
8000017Illustrated atlas2024-03-102024-03-100000Awaiting a second inspection
9000018Language handbook2025-09-302025-11-104114012218Awaiting a second inspection
10000028Poetry collection2026-04-222026-06-1049973265
11000029Poetry collection2024-06-062024-08-1570472126
Every detection and application decision
[
   {
     "row": 6,
     "column": 4,
diff --git a/evaluation/v2/cases/b3dfc51e8a64d2f8b206cd51b42b96b3250738fe276a9559eca738d1d3902adc/review.html b/evaluation/v2/cases/b3dfc51e8a64d2f8b206cd51b42b96b3250738fe276a9559eca738d1d3902adc/review.html
index 0f8cc57f9ed2ea1536cda03411b61a38552a27af..502830121442911c01847010cb90c16191f3c530 100644
--- a/evaluation/v2/cases/b3dfc51e8a64d2f8b206cd51b42b96b3250738fe276a9559eca738d1d3902adc/review.html
+++ b/evaluation/v2/cases/b3dfc51e8a64d2f8b206cd51b42b96b3250738fe276a9559eca738d1d3902adc/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA  "Check the attached card before moving Cotton belt; station 2 handles this record."
+
121Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemReference valuationService classItem countUnit priceLine costStorage zoneRegistered display nameHandling note
1RC-00000000000100Steel hinge1 000,50A21.252.50Aluma
2RC-00000100000101Cotton belt1000.50B31.384.14BLUMA  "Check the attached card before moving Cotton belt; station 2 handles this record."
 2  
3RC-00000200000102Rubber foot1 000,50C41.516.04CLuma 東京Check the attached card before moving Rubber foot; station 3 handles this record.
4RC-00000300000103Steel hinge1000.50A51.648.20ALuma AtelierCheck the attached card before moving Steel hinge; station 4 handles this record.
5RC-00000400000104Cotton belt1 000,50B61.7710.62Bluma
6RC-00000500000105Rubber foot1000.50C71.913.3CLUMA  "Check the attached card before moving Rubber foot; station 6 handles this record."
 6  
7RC-00000600000106Steel hinge1 000,50A82.0316.24ALuma 東京Check the attached card before moving Steel hinge; station 7 handles this record.
8RC-00001200000112Steel hinge1 000,50A32.818.43Aluma
9RC-00001600000116Cotton belt1 000,50B73.3323.31Bluma
10RC-00001800000118Steel hinge1 000,50A93.5932.31ALuma 東京Check the attached card before moving Steel hinge; station 5 handles this record.
11RC-00005500000155Brass fitting1000.50D28.416.8DLuma AtelierCheck the attached card before moving Brass fitting; station 7 handles this record.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/b46e574a91a93f6642dccfa028c8f0220128094f176d00c06d7dce59b119a198/review.html b/evaluation/v2/cases/b46e574a91a93f6642dccfa028c8f0220128094f176d00c06d7dce59b119a198/review.html
index e5e6655370c6d6f9af0554922f1288e826f402ee..85240e6c775041cd26b265e4752a176d40f39d70 100644
--- a/evaluation/v2/cases/b46e574a91a93f6642dccfa028c8f0220128094f176d00c06d7dce59b119a198/review.html
+++ b/evaluation/v2/cases/b46e574a91a93f6642dccfa028c8f0220128094f176d00c06d7dce59b119a198/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.41 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00001000000110Okermengsel0.25kg250g47505000LT-000210Luma 東京Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 4 behandelt dit dossier.
4RC-00001400000114Meekrapmengsel0.875kg875g1662517500LT-000214Luma 東京Controleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 1 behandelt dit dossier.
5RC-00002400000124Indigomengsel1kg1000g1900020000LT-000224luma
6RC-00002500000125Okermengsel1875g1.875kg3562537500LT-000225LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 5 behandelt dit dossier."
 26  
7RC-00002600000126Meekrapmengsel2.75kg2750g5225055000LT-000226Luma 東京Controleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 6 behandelt dit dossier.
8RC-00002700000127Indigomengsel750g0.75kg1425015000LT-000227Luma AtelierControleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 7 behandelt dit dossier.
9RC-00002800000128Okermengsel1.625kg1625g3087532500LT-000228luma
10RC-00003300000133Indigomengsel250g0.25kg47505000LT-000233LUMA  "Controleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 6 behandelt dit dossier."
 34  
11RC-00005000000150Meekrapmengsel0.75kg750g1425015000LT-000250Luma 東京Controleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 2 behandelt dit dossier.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/bdf85c3b530f89ad4a7c427f2cf94813de89837aa333fe909f4eba25d24dd3d2-open/review.html b/evaluation/v2/cases/bdf85c3b530f89ad4a7c427f2cf94813de89837aa333fe909f4eba25d24dd3d2-open/review.html
index 913700beb57ca27f66eb1bab91ae82d55cbe0b7f..badd9714f5fff968888fafe0469fe36c49d842a0 100644
--- a/evaluation/v2/cases/bdf85c3b530f89ad4a7c427f2cf94813de89837aa333fe909f4eba25d24dd3d2-open/review.html
+++ b/evaluation/v2/cases/bdf85c3b530f89ad4a7c427f2cf94813de89837aa333fe909f4eba25d24dd3d2-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.69 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Artikel"Stalen scharnie""Stalen scharnier""Stalen scharnier"Repairedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelReferentiewaardeServiceklasseAantal artikelenEenheidsprijsRegelkostenOpslagzoneGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Stalen scharnier1 000,50A21.252.50Aluma
2RC-00000100000101Katoenen riem1000.50B31.384.14BLUMA  "Controleer de bijgevoegde kaart voordat Katoenen riem wordt verplaatst; post 2 behandelt dit dossier."
+
121Cells scanned
1Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.69 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Artikel"Stalen scharnie""Stalen scharnier""Stalen scharnier"Repairedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelReferentiewaardeServiceklasseAantal artikelenEenheidsprijsRegelkostenOpslagzoneGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Stalen scharnier1 000,50A21.252.50Aluma
2RC-00000100000101Katoenen riem1000.50B31.384.14BLUMA  "Controleer de bijgevoegde kaart voordat Katoenen riem wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00001400000114Rubberen voet1 000,50C53.0715.35CLuma 東京Controleer de bijgevoegde kaart voordat Rubberen voet wordt verplaatst; post 1 behandelt dit dossier.
4RC-00003500000135Rubberen voet1000.50C45.823.2CLuma AtelierControleer de bijgevoegde kaart voordat Rubberen voet wordt verplaatst; post 1 behandelt dit dossier.
5RC-00003900000139Messing koppeling1000.50D86.3250.56DLuma AtelierControleer de bijgevoegde kaart voordat Messing koppeling wordt verplaatst; post 5 behandelt dit dossier.
6RC-00004400000144Rubberen voet1 000,50C26.9713.94Cluma
7RC-00004600000146Katoenen riem1 000,50B47.2328.92BLuma 東京Controleer de bijgevoegde kaart voordat Katoenen riem wordt verplaatst; post 5 behandelt dit dossier.
8RC-00004700000147Rubberen voet1000.50C57.3636.80CLuma AtelierControleer de bijgevoegde kaart voordat Rubberen voet wordt verplaatst; post 6 behandelt dit dossier.
9RC-00004800000148Stalen scharnier1 000,50A67.4944.94Aluma
10RC-00004900000149Katoenen riem1000.50B77.6253.34BLUMA  "Controleer de bijgevoegde kaart voordat Katoenen riem wordt verplaatst; post 1 behandelt dit dossier."
 50  
11RC-00005000000150Rubberen voet1 000,50C87.7562.00CLuma 東京Controleer de bijgevoegde kaart voordat Rubberen voet wordt verplaatst; post 2 behandelt dit dossier.
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/c23ffaaaa99c792fc73679aa45fb432c9c8edce71cdbfe5339715c4d25d8b664/review.html b/evaluation/v2/cases/c23ffaaaa99c792fc73679aa45fb432c9c8edce71cdbfe5339715c4d25d8b664/review.html
index 70b875beab070e7cfe688c60e685c735ff7561f9..3cc99454879b173bf2f410970e04befb58ad5d16 100644
--- a/evaluation/v2/cases/c23ffaaaa99c792fc73679aa45fb432c9c8edce71cdbfe5339715c4d25d8b664/review.html
+++ b/evaluation/v2/cases/c23ffaaaa99c792fc73679aa45fb432c9c8edce71cdbfe5339715c4d25d8b664/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.79 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Artikel"2026-02-03""2026-02-03""Marktstand"Missed / incorrectschema.category
5Anfangsdatum"Marktstand""Marktstand""2026-02-03"Missed / incorrectformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDatensatz-IDArtikelAnfangsdatumEnddatumTageStatusReferenzAnmerkung
1000001Marktstand2025-12-082026-01-1235AbgeschlossenREF-000001Bei Ankunft geprüft
2000002Marktstand2025-04-292025-06-0638AbgeschlossenREF-000002
3000003Gartenzugang2024-11-182025-02-1185Offen
4000004Gartenzugang2025-07-042025-07-2723AbgeschlossenREF-000004Bei Ankunft geprüft
50000052026-02-03Marktstand2026-02-1916AbgeschlossenREF-000005Referenz beibehalten: UTF-8 / v2.1
6000006Marktstand2026-01-132026-03-0248Offen
7000007Marktstand2026-06-172026-06-170OffenNordeingang benutzen
+
88Cells scanned
2Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.79 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Artikel"2026-02-03""2026-02-03""Marktstand"Missed / incorrectschema.category
5Anfangsdatum"Marktstand""Marktstand""2026-02-03"Missed / incorrectformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDatensatz-IDArtikelAnfangsdatumEnddatumTageStatusReferenzAnmerkung
1000001Marktstand2025-12-082026-01-1235AbgeschlossenREF-000001Bei Ankunft geprüft
2000002Marktstand2025-04-292025-06-0638AbgeschlossenREF-000002
3000003Gartenzugang2024-11-182025-02-1185Offen
4000004Gartenzugang2025-07-042025-07-2723AbgeschlossenREF-000004Bei Ankunft geprüft
50000052026-02-03Marktstand2026-02-1916AbgeschlossenREF-000005Referenz beibehalten: UTF-8 / v2.1
6000006Marktstand2026-01-132026-03-0248Offen
7000007Marktstand2026-06-172026-06-170OffenNordeingang benutzen
 Zuerst am Empfang melden
8000020Gartenzugang2026-03-262026-05-1146AbgeschlossenREF-000020Bei Ankunft geprüft
9000024Gemeindeveranstaltung2026-02-282026-03-1919Offen
10000027Gemeindeveranstaltung2026-02-022026-02-1412OffenReferenz beibehalten: UTF-8 / v2.1
11000032Gemeindeveranstaltung2024-04-242024-05-1521OffenBei Ankunft geprüft
Every detection and application decision
[
   {
     "row": 4,
diff --git a/evaluation/v2/cases/c334dc1dd0cb8351193fa1b45ff15baca62357f75451ae616c32172f67a727a1/review.html b/evaluation/v2/cases/c334dc1dd0cb8351193fa1b45ff15baca62357f75451ae616c32172f67a727a1/review.html
index ed0efcf9b28f5673e9c14f2020256b7717cb6626..867e24cd3c4f80ba04cf924370e2571a2e935cfe 100644
--- a/evaluation/v2/cases/c334dc1dd0cb8351193fa1b45ff15baca62357f75451ae616c32172f67a727a1/review.html
+++ b/evaluation/v2/cases/c334dc1dd0cb8351193fa1b45ff15baca62357f75451ae616c32172f67a727a1/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
2Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.53 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Item"61.44""61.44""Aluminium"Missed / incorrectschema.category
9Input mass (kg)"Aluminium""Aluminium""61.44"Missed / incorrectformat.number
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemInput mass (kg)Conversion factor (g/kg)Converted value (g)UnitNote
1000001Paper61.521000.0061520.00kgChecked on arrival
2000002Aluminium34.751000.0034750.00kg
3000004Aluminium13.741000.0013740.00kgNo additional handling required
4000006Glass17.451000.0017450.00kg
5000018Paper8.731000.008730.00kgReference retained: UTF-8 / v2.1
6000023Cardboard25.001000.0025000.00kgAwaiting a second inspection
7000027Paper86.461000.0086460.00kg
8000028Aluminium14.761000.0014760.00kg
900002961.44Aluminium1000.0061440.00kg
10000030Aluminium24.551000.0024550.00kgChecked on arrival
11000031Aluminium84.391000.0084390.00kgChecked on arrival
Every detection and application decision
[
+
77Cells scanned
2Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.53 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Item"61.44""61.44""Aluminium"Missed / incorrectschema.category
9Input mass (kg)"Aluminium""Aluminium""61.44"Missed / incorrectformat.number
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemInput mass (kg)Conversion factor (g/kg)Converted value (g)UnitNote
1000001Paper61.521000.0061520.00kgChecked on arrival
2000002Aluminium34.751000.0034750.00kg
3000004Aluminium13.741000.0013740.00kgNo additional handling required
4000006Glass17.451000.0017450.00kg
5000018Paper8.731000.008730.00kgReference retained: UTF-8 / v2.1
6000023Cardboard25.001000.0025000.00kgAwaiting a second inspection
7000027Paper86.461000.0086460.00kg
8000028Aluminium14.761000.0014760.00kg
900002961.44Aluminium1000.0061440.00kg
10000030Aluminium24.551000.0024550.00kgChecked on arrival
11000031Aluminium84.391000.0084390.00kgChecked on arrival
Every detection and application decision
[
   {
     "row": 8,
     "column": 1,
diff --git a/evaluation/v2/cases/c840fd2599fbb6b7fa117bbb2e88ce346ef112fc40c9afd0518308800057d0eb-open-clean/review.html b/evaluation/v2/cases/c840fd2599fbb6b7fa117bbb2e88ce346ef112fc40c9afd0518308800057d0eb-open-clean/review.html
index 367d86d952ef4019a1c356253914e41dfa6d79ca..277b592e44a328b1aa10c84b9f4c5f9e77af0ddc 100644
--- a/evaluation/v2/cases/c840fd2599fbb6b7fa117bbb2e88ce346ef112fc40c9afd0518308800057d0eb-open-clean/review.html
+++ b/evaluation/v2/cases/c840fd2599fbb6b7fa117bbb2e88ce346ef112fc40c9afd0518308800057d0eb-open-clean/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.48 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
 2  
3RC-00000400000104Clay vessel2026-01-13trueA2026-01-132026-01-174approvedAP-0000046luma
4RC-00001000000110Clay vessel2026-01-31trueC2026-01-312026-01-310approvedAP-00001012Luma 東京Check the attached card before moving Clay vessel; station 4 handles this record.
5RC-00001100000111Printed map03/02/20260D2026-02-032026-02-1411approvedAP-0000112Luma AtelierCheck the attached card before moving Printed map; station 5 handles this record.
6RC-00001200000112Textile fragment2026-02-06trueA2026-02-062026-02-1812pending3luma
7RC-00001300000113Clay vessel09/02/20260B2026-02-092026-02-090approvedAP-0000134LUMA  "Check the attached card before moving Clay vessel; station 7 handles this record."
 14  
8RC-00001400000114Printed map2026-02-12trueC2026-02-122026-02-131approvedAP-0000145Luma 東京Check the attached card before moving Printed map; station 1 handles this record.
9RC-00002900000129Printed map29/03/20260B2026-03-292026-04-013approvedAP-0000299LUMA  "Check the attached card before moving Printed map; station 2 handles this record."
 30  
10RC-00003000000130Textile fragment2026-04-01trueC2026-04-012026-04-010pending10Luma 東京Check the attached card before moving Textile fragment; station 3 handles this record.
11RC-00005200000152Clay vessel2026-06-06trueA2026-06-062026-06-060approvedAP-00005210luma
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/caf4c48e4fb55ac78afcbd23726eed87ebae8e0836c295731bb50c4f50e43e99/review.html b/evaluation/v2/cases/caf4c48e4fb55ac78afcbd23726eed87ebae8e0836c295731bb50c4f50e43e99/review.html
index aabbaaedfbb5bf90c325c6c20022654419894351..28e2d27e3c1cbc2ed16658d8d5a0fb47676e2407 100644
--- a/evaluation/v2/cases/caf4c48e4fb55ac78afcbd23726eed87ebae8e0836c295731bb50c4f50e43e99/review.html
+++ b/evaluation/v2/cases/caf4c48e4fb55ac78afcbd23726eed87ebae8e0836c295731bb50c4f50e43e99/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.74 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Artikel"Toegang tot tuin?""Toegang tot tuin""Toegang tot tuin"Repairedschema.category
6Status"U\u200bitzonderlijk""Uitzonderlijk""Uitzonderlijk"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelBegindatumEinddatumDagenStatusReferentieOpmerking
1000001Marktkraam2025-11-202025-11-200AfgeslotenREF-000001Bij aankomst gecontroleerd
2000002Toegang tot tuin2024-08-222024-10-2160OpenBij aankomst gecontroleerd
3000004Marktkraam2025-05-212025-07-2666AfgeslotenREF-000004Wacht op een tweede controle
4000012Toegang tot tuin2024-01-022024-03-2987AfgeslotenREF-000012
5000013Buurtbijeenkomst2025-09-222025-11-2766OpenGeen extra handeling nodig
6000014Toegang tot tuin2024-03-242024-06-1987UitzonderlijkREF-000014Gebruik de noordelijke ingang
+
88Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.74 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Artikel"Toegang tot tuin?""Toegang tot tuin""Toegang tot tuin"Repairedschema.category
6Status"U\u200bitzonderlijk""Uitzonderlijk""Uitzonderlijk"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelBegindatumEinddatumDagenStatusReferentieOpmerking
1000001Marktkraam2025-11-202025-11-200AfgeslotenREF-000001Bij aankomst gecontroleerd
2000002Toegang tot tuin2024-08-222024-10-2160OpenBij aankomst gecontroleerd
3000004Marktkraam2025-05-212025-07-2666AfgeslotenREF-000004Wacht op een tweede controle
4000012Toegang tot tuin2024-01-022024-03-2987AfgeslotenREF-000012
5000013Buurtbijeenkomst2025-09-222025-11-2766OpenGeen extra handeling nodig
6000014Toegang tot tuin2024-03-242024-06-1987UitzonderlijkREF-000014Gebruik de noordelijke ingang
 Meld u eerst bij de receptie
7000015Toegang tot tuin2024-06-222024-09-0474AfgeslotenREF-000015Gebruik de noordelijke ingang
 Meld u eerst bij de receptie
8000016Toegang tot tuin2025-10-172026-01-1590Open
9000017Buurtbijeenkomst2024-08-262024-09-3035AfgeslotenREF-000017Referentie bewaard: UTF-8 / v2.1
10000021Marktkraam2024-08-062024-08-2519OpenReferentie bewaard: UTF-8 / v2.1
11000029Buurtbijeenkomst2025-07-092025-10-0285OpenReferentie bewaard: UTF-8 / v2.1
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/cb78edfa963adbebefd0856fd78d5fcb08875803a2bafcf52e94a1fb23200250/review.html b/evaluation/v2/cases/cb78edfa963adbebefd0856fd78d5fcb08875803a2bafcf52e94a1fb23200250/review.html
index 80adedae768d8c27abd90f390fec62cb6e996dd9..058edfd458112d9debf7a6224620fd1299d7a6ae 100644
--- a/evaluation/v2/cases/cb78edfa963adbebefd0856fd78d5fcb08875803a2bafcf52e94a1fb23200250/review.html
+++ b/evaluation/v2/cases/cb78edfa963adbebefd0856fd78d5fcb08875803a2bafcf52e94a1fb23200250/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.35 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Dotation bibliothèque?""Dotation bibliothèque""Dotation bibliothèque"Repairedschema.category
5Solde final (EUR)"175""175""174"Missed / incorrectNo detection
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleSolde initial (EUR)Crédits (EUR)Débits (EUR)Solde final (EUR)UnitéRemarque
1000001Compte d’atelier1391923135EURContrôlé à l’arrivée
2000002Dotation bibliothèque78315554EUREn attente d’une seconde vérification
3000005Fonds de matériel1928123142EURContrôlé à l’arrivée
4000006Compte d’atelier182166139209EURÉtiquette « prioritaire », à laisser visible
5000007Dotation bibliothèque4619163175EUR
6000008Fonds de matériel737032111EUREn attente d’une seconde vérification
7000009Fonds de matériel841128188EURAucune manipulation supplémentaire requise
8000019Fonds de matériel15513322761EURUtiliser l’entrée nord
+
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.35 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Article"Dotation bibliothèque?""Dotation bibliothèque""Dotation bibliothèque"Repairedschema.category
5Solde final (EUR)"175""175""174"Missed / incorrectNo detection
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentifiantArticleSolde initial (EUR)Crédits (EUR)Débits (EUR)Solde final (EUR)UnitéRemarque
1000001Compte d’atelier1391923135EURContrôlé à l’arrivée
2000002Dotation bibliothèque78315554EUREn attente d’une seconde vérification
3000005Fonds de matériel1928123142EURContrôlé à l’arrivée
4000006Compte d’atelier182166139209EURÉtiquette « prioritaire », à laisser visible
5000007Dotation bibliothèque4619163175EUR
6000008Fonds de matériel737032111EUREn attente d’une seconde vérification
7000009Fonds de matériel841128188EURAucune manipulation supplémentaire requise
8000019Fonds de matériel15513322761EURUtiliser l’entrée nord
 Prévenir d’abord l’accueil
9000021Dotation bibliothèque1001179208EUR
10000023Fonds de matériel13718327743EUR
11000032Fonds de matériel6016062158EURAucune manipulation supplémentaire requise
Every detection and application decision
[
   {
     "row": 4,
diff --git a/evaluation/v2/cases/cfea35d1a52131df05b5582234701504e0e3eb2c07686371b5c66cece911c175/review.html b/evaluation/v2/cases/cfea35d1a52131df05b5582234701504e0e3eb2c07686371b5c66cece911c175/review.html
index ba70029c99ceb1c7caa10c6247879d0515a120cf..e0a3516ebddd8b64d773477e3db2f84859479d1f 100644
--- a/evaluation/v2/cases/cfea35d1a52131df05b5582234701504e0e3eb2c07686371b5c66cece911c175/review.html
+++ b/evaluation/v2/cases/cfea35d1a52131df05b5582234701504e0e3eb2c07686371b5c66cece911c175/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
99Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Ημερομηνία λήξης"2024-10-13""2024-10-13""2024-10-25"Missed / incorrectNo detection
7Ημέρες"11""11""11"Preservedconsistency.temporal
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΗμερομηνία έναρξηςΗμερομηνία λήξηςΗμέρεςΠοσότηταΕπιστροφέςΕκκρεμήΣημείωση
1000001Εικονογραφημένος άτλαντας2024-04-282024-05-091116712245
2000002Εικονογραφημένος άτλαντας2024-08-182024-10-165919419175
3000004Εικονογραφημένος άτλαντας2024-09-152024-09-150000Ελέγχθηκε κατά την άφιξη
4000016Γλωσσικό εγχειρίδιο2025-03-112025-04-123217831147Χρησιμοποιήστε τη βόρεια είσοδο
+
99Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.27 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7Ημερομηνία λήξης"2024-10-13""2024-10-13""2024-10-25"Missed / incorrectNo detection
7Ημέρες"11""11""11"Preservedconsistency.temporal
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΗμερομηνία έναρξηςΗμερομηνία λήξηςΗμέρεςΠοσότηταΕπιστροφέςΕκκρεμήΣημείωση
1000001Εικονογραφημένος άτλαντας2024-04-282024-05-091116712245
2000002Εικονογραφημένος άτλαντας2024-08-182024-10-165919419175
3000004Εικονογραφημένος άτλαντας2024-09-152024-09-150000Ελέγχθηκε κατά την άφιξη
4000016Γλωσσικό εγχειρίδιο2025-03-112025-04-123217831147Χρησιμοποιήστε τη βόρεια είσοδο
 Ενημερώστε πρώτα την υποδοχή
5000017Γλωσσικό εγχειρίδιο2025-07-302025-08-262717850128Διατηρήθηκε η αναφορά: UTF-8 / v2.1
6000018Εικονογραφημένος άτλαντας2026-04-072026-06-06601425983Χρησιμοποιήστε τη βόρεια είσοδο
 Ενημερώστε πρώτα την υποδοχή
7000019Ποιητική συλλογή2024-10-142024-10-13111080108Ετικέτα «προτεραιότητα», να παραμείνει ορατή
8000020Γλωσσικό εγχειρίδιο2025-11-072025-11-1361244084Ελέγχθηκε κατά την άφιξη
9000021Ποιητική συλλογή2024-02-092024-04-287919024166Δεν απαιτείται πρόσθετος χειρισμός
10000023Εικονογραφημένος άτλαντας2024-12-082025-01-174017611
11000028Εικονογραφημένος άτλαντας2025-11-292025-12-0561489058Διατηρήθηκε η αναφορά: UTF-8 / v2.1
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/d4f6a7c4c74100babe843014cb1412e497bece2135ff457997650e803cf64e5f/review.html b/evaluation/v2/cases/d4f6a7c4c74100babe843014cb1412e497bece2135ff457997650e803cf64e5f/review.html
index dde724f259fcd181194a0f9981f3d24df595231d..5e6202a00a637e60b2d143487aee1e6af4ca11e4 100644
--- a/evaluation/v2/cases/d4f6a7c4c74100babe843014cb1412e497bece2135ff457997650e803cf64e5f/review.html
+++ b/evaluation/v2/cases/d4f6a7c4c74100babe843014cb1412e497bece2135ff457997650e803cf64e5f/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.62 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Opmerking"Bij aankomst gecontroleerd""Bij aankomst gecontroleerd""Bij aankomst gecontroleerd"Preservedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelVereistVoltooidOpenstaandBegindatumEinddatumDagenOpmerking
1000001Etikettenprinter195142025-03-112025-05-2777Geen extra handeling nodig
2000002Opbergtrolley202182025-09-192025-11-2870
3000004Receptiescherm221752025-08-302025-10-2253Etiket met "prioriteit", zichtbaar houden
4000011Opbergtrolley160162025-02-222025-03-0915Gebruik de noordelijke ingang
+
99Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.62 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Opmerking"Bij aankomst gecontroleerd""Bij aankomst gecontroleerd""Bij aankomst gecontroleerd"Preservedtext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecordnummerArtikelVereistVoltooidOpenstaandBegindatumEinddatumDagenOpmerking
1000001Etikettenprinter195142025-03-112025-05-2777Geen extra handeling nodig
2000002Opbergtrolley202182025-09-192025-11-2870
3000004Receptiescherm221752025-08-302025-10-2253Etiket met "prioriteit", zichtbaar houden
4000011Opbergtrolley160162025-02-222025-03-0915Gebruik de noordelijke ingang
 Meld u eerst bij de receptie
5000013Bureaulamp7432026-08-072026-10-3084
6000014Bureaulamp242132025-06-222025-09-0373Bij aankomst gecontroleerd
7000015Etikettenprinter2211112024-02-072024-04-2679
8000016Opbergtrolley221212024-09-082024-09-2921Referentie bewaard: UTF-8 / v2.1
9000017Bureaulamp245192026-07-212026-09-0445Gebruik de noordelijke ingang
 Meld u eerst bij de receptie
10000018Opbergtrolley4132024-09-292024-10-2122Bij aankomst gecontroleerd
11000022Bureaulamp211472026-03-032027-03-04366Geen extra handeling nodig
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/d6ff3e363d27e15a78cf57305e8dc6454af99699a41efd2c2d01b0eb2c6dc499-open/review.html b/evaluation/v2/cases/d6ff3e363d27e15a78cf57305e8dc6454af99699a41efd2c2d01b0eb2c6dc499-open/review.html
index b3d8db5935a9736a5f1f8610a81b333b446e0bd7..4d3fca9490752b2d23352af0041a289ee228a65d 100644
--- a/evaluation/v2/cases/d6ff3e363d27e15a78cf57305e8dc6454af99699a41efd2c2d01b0eb2c6dc499-open/review.html
+++ b/evaluation/v2/cases/d6ff3e363d27e15a78cf57305e8dc6454af99699a41efd2c2d01b0eb2c6dc499-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
84Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.43 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
1品目"陶器カッ""陶器カッ""陶器カップ"Missed / incorrecttext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data row記録コード外部数字コード経路コード品目申告単品質量申告質量単位測定単品質量測定単位包装質量グラム総重量グラム登録表示名取扱備考
1RC-00000000000100RT-000000陶器カッ0.125kg125g15140luma
2RC-00000100000101RT-000001畳んだ布1000g1kg201020LUMA  "畳んだ布を移動する前に添付カードを確認してください。担当は作業台2です。"
+
84Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.43 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
1品目"陶器カッ""陶器カッ""陶器カップ"Missed / incorrecttext.spelling
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data row記録コード外部数字コード経路コード品目申告単品質量申告質量単位測定単品質量測定単位包装質量グラム総重量グラム登録表示名取扱備考
1RC-00000000000100RT-000000陶器カッ0.125kg125g15140luma
2RC-00000100000101RT-000001畳んだ布1000g1kg201020LUMA  "畳んだ布を移動する前に添付カードを確認してください。担当は作業台2です。"
 2  
3RC-00000200000102RT-000002保存用フォルダー1.875kg1875g251900Luma 東京保存用フォルダーを移動する前に添付カードを確認してください。担当は作業台3です。
4RC-00000400000104RT-000004畳んだ布0.75kg750g35785luma
5RC-00001600000116RT-000002畳んだ布2.625kg2625g502675luma
6RC-00003200000132RT-000004保存用フォルダー2.25kg2250g402290luma
7RC-00003700000137RT-000002畳んだ布875g0.875kg20895LUMA  "畳んだ布を移動する前に添付カードを確認してください。担当は作業台3です。"
 38  
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/da7b7de84b71cb8704e63df4a915e0e761a424a12c0f2a0309b5e060c6a96aba/review.html b/evaluation/v2/cases/da7b7de84b71cb8704e63df4a915e0e761a424a12c0f2a0309b5e060c6a96aba/review.html
index 1ca8fedb89e2348f5b8c80a82dbaa60a8bcdd1e8..168023bcdf6c423a9061c7d5002d13a02e024186 100644
--- a/evaluation/v2/cases/da7b7de84b71cb8704e63df4a915e0e761a424a12c0f2a0309b5e060c6a96aba/review.html
+++ b/evaluation/v2/cases/da7b7de84b71cb8704e63df4a915e0e761a424a12c0f2a0309b5e060c6a96aba/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.89 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Είδος"Πρόσβαση στον κήπο?""Πρόσβαση στον κήπο""Πρόσβαση στον κήπο"Repairedschema.category
9Αναφορά"""""REF-000030"Missed / incorrectmissing.conditional
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΗμερομηνία έναρξηςΗμερομηνία λήξηςΗμέρεςΚατάστασηΑναφοράΣημείωση
1000001Κοινοτική εκδήλωση2025-03-202025-04-1021ΑνοιχτόΕτικέτα «προτεραιότητα», να παραμείνει ορατή
2000002Προσωρινή έκθεση2025-09-102025-11-0960ΚλειστόREF-000002
3000007Πρόσβαση στον κήπο2024-09-202024-11-1859ΚλειστόREF-000007Ετικέτα «προτεραιότητα», να παραμείνει ορατή
4000012Κοινοτική εκδήλωση2024-12-312025-02-0940ΑνοιχτόΕλέγχθηκε κατά την άφιξη
5000018Πάγκος αγοράς2025-06-272025-07-0811ΑνοιχτόΕτικέτα «προτεραιότητα», να παραμείνει ορατή
6000020Κοινοτική εκδήλωση2024-05-082024-07-0861ΚλειστόREF-000020Αναμένεται δεύτερος έλεγχος
7000028Πρόσβαση στον κήπο2026-07-132026-07-2411ΚλειστόREF-000028Ετικέτα «προτεραιότητα», να παραμείνει ορατή
8000029Πάγκος αγοράς2024-06-202025-06-21366ΚλειστόREF-000029Χρησιμοποιήστε τη βόρεια είσοδο
+
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.89 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Είδος"Πρόσβαση στον κήπο?""Πρόσβαση στον κήπο""Πρόσβαση στον κήπο"Repairedschema.category
9Αναφορά"""""REF-000030"Missed / incorrectmissing.conditional
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΑναγνωριστικόΕίδοςΗμερομηνία έναρξηςΗμερομηνία λήξηςΗμέρεςΚατάστασηΑναφοράΣημείωση
1000001Κοινοτική εκδήλωση2025-03-202025-04-1021ΑνοιχτόΕτικέτα «προτεραιότητα», να παραμείνει ορατή
2000002Προσωρινή έκθεση2025-09-102025-11-0960ΚλειστόREF-000002
3000007Πρόσβαση στον κήπο2024-09-202024-11-1859ΚλειστόREF-000007Ετικέτα «προτεραιότητα», να παραμείνει ορατή
4000012Κοινοτική εκδήλωση2024-12-312025-02-0940ΑνοιχτόΕλέγχθηκε κατά την άφιξη
5000018Πάγκος αγοράς2025-06-272025-07-0811ΑνοιχτόΕτικέτα «προτεραιότητα», να παραμείνει ορατή
6000020Κοινοτική εκδήλωση2024-05-082024-07-0861ΚλειστόREF-000020Αναμένεται δεύτερος έλεγχος
7000028Πρόσβαση στον κήπο2026-07-132026-07-2411ΚλειστόREF-000028Ετικέτα «προτεραιότητα», να παραμείνει ορατή
8000029Πάγκος αγοράς2024-06-202025-06-21366ΚλειστόREF-000029Χρησιμοποιήστε τη βόρεια είσοδο
 Ενημερώστε πρώτα την υποδοχή
9000030Πρόσβαση στον κήπο2026-03-262026-05-1045ΚλειστόΑναμένεται δεύτερος έλεγχος
10000031Κοινοτική εκδήλωση2025-03-092025-04-2951Ανοιχτό
11000032Πρόσβαση στον κήπο2024-06-142024-09-1189Ανοιχτό
Every detection and application decision
[
   {
     "row": 8,
diff --git a/evaluation/v2/cases/e32c5f023d8772f87a89590ae1d26f5699216e8657b7689b9ab3b7bdf58e4942-open/review.html b/evaluation/v2/cases/e32c5f023d8772f87a89590ae1d26f5699216e8657b7689b9ab3b7bdf58e4942-open/review.html
index 63bb73f540f68405c660c8529919be59f6b2d1b2..b37edef2749f7710d99ed898da4711686d201483 100644
--- a/evaluation/v2/cases/e32c5f023d8772f87a89590ae1d26f5699216e8657b7689b9ab3b7bdf58e4942-open/review.html
+++ b/evaluation/v2/cases/e32c5f023d8772f87a89590ae1d26f5699216e8657b7689b9ab3b7bdf58e4942-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.8 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7品目"アルミニウム""段ボール""アルミニウム"Missed / incorrecttext.encoding
7単位"kg?""kg""kg"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目投入質量 (kg)換算係数 (g/kg)換算値 (g)単位備考
1000001アルミニウム26.811000.0026810.00kg到着時に確認済み
2000002紙92.291000.0092290.00kg到着時に確認済み
3000003段ボール92.911000.0092910.00kg参照情報を保持：UTF-8 / v2.1
4000011紙62.011000.0062010.00kg
5000013紙19.881000.0019880.00kgラベルは「優先」、見える位置に置く
6000014紙95.221000.0095220.00kg
7000015段ボール26.281000.0026280.00kg
8000016段ボール1.361000.001360.00kg北側の入口を利用
+
77Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.8 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
7品目"アルミニウム""段ボール""アルミニウム"Missed / incorrecttext.encoding
7単位"kg?""kg""kg"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目投入質量 (kg)換算係数 (g/kg)換算値 (g)単位備考
1000001アルミニウム26.811000.0026810.00kg到着時に確認済み
2000002紙92.291000.0092290.00kg到着時に確認済み
3000003段ボール92.911000.0092910.00kg参照情報を保持：UTF-8 / v2.1
4000011紙62.011000.0062010.00kg
5000013紙19.881000.0019880.00kgラベルは「優先」、見える位置に置く
6000014紙95.221000.0095220.00kg
7000015段ボール26.281000.0026280.00kg
8000016段ボール1.361000.001360.00kg北側の入口を利用
 先に受付へ連絡
9000017紙63.831000.0063830.00kg
10000025段ボール50.981000.0050980.00kg再確認待ち
11000031紙0.001000.000.00kg再確認待ち
Every detection and application decision
[
   {
     "row": 6,
diff --git a/evaluation/v2/cases/e73917739efb46d1ad052025dbbad8ce43535e320c3bfab88dbb2cf070020d9e/review.html b/evaluation/v2/cases/e73917739efb46d1ad052025dbbad8ce43535e320c3bfab88dbb2cf070020d9e/review.html
index c69f758863598597930acb1c52a1b10d95fa1da1..f038148893e327262920edcc34da65c5d0db35dd 100644
--- a/evaluation/v2/cases/e73917739efb46d1ad052025dbbad8ce43535e320c3bfab88dbb2cf070020d9e/review.html
+++ b/evaluation/v2/cases/e73917739efb46d1ad052025dbbad8ce43535e320c3bfab88dbb2cf070020d9e/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.91 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Article"Vase en argil""Vase en argile""Vase en argile"Repairedschema.category
9Date de fin"01/05/2026""2026-05-01""2026-05-01"Repairedformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
+
154Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.91 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Article"Vase en argil""Vase en argile""Vase en argile"Repairedschema.category
9Date de fin"01/05/2026""2026-05-01""2026-05-01"Repairedformat.date
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowCode dossierCode numérique externeArticleDate de demandeRéception confirméeCollection destinataireDate de débutDate de finJours écoulésÉtat du processusRéférence d’approbation requiseNombre d’articlesNom affiché enregistréConsigne de traitement
1RC-00000000000100Fragment textile2026-01-01trueA2026-01-012026-01-010en attente2luma
2RC-00000100000101Vase en argile04/01/20260B2026-01-042026-01-051approuvéAP-0000013LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 2 traite ce dossier."
 2  
3RC-00001100000111Carte imprimée03/02/20260D2026-02-032026-02-1411approuvéAP-0000112Luma AtelierVérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 5 traite ce dossier.
4RC-00001900000119Vase en argile27/02/20260D2026-02-272026-03-056approuvéAP-00001910Luma AtelierVérifier la fiche jointe avant de déplacer Vase en argile ; le poste 6 traite ce dossier.
5RC-00002000000120Carte imprimée2026-03-02trueA2026-03-022026-03-020approuvéAP-00002011luma
6RC-00003700000137Vase en argile22/04/20260B2026-04-222026-05-0311approuvéAP-0000376LUMA  "Vérifier la fiche jointe avant de déplacer Vase en argile ; le poste 3 traite ce dossier."
 38  
7RC-00003800000138Carte imprimée2026-04-25trueC2026-04-252026-05-0712approuvéAP-0000387Luma 東京Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 4 traite ce dossier.
8RC-00003900000139Panneau sculpté28/04/20260D2026-04-282026-04-280en attente8Luma AtelierVérifier la fiche jointe avant de déplacer Panneau sculpté ; le poste 5 traite ce dossier.
9RC-00004000000140Vase en argile2026-05-01trueA2026-05-012026-05-010approuvéAP-0000409luma
10RC-00004100000141Carte imprimée04/05/20260B2026-05-042026-05-062approuvéAP-00004110LUMA  "Vérifier la fiche jointe avant de déplacer Carte imprimée ; le poste 7 traite ce dossier."
 42  
11RC-00004200000142Fragment textile2026-05-07trueC2026-05-072026-05-103en attente11Luma 東京Vérifier la fiche jointe avant de déplacer Fragment textile ; le poste 1 traite ce dossier.
Every detection and application decision
[
diff --git a/evaluation/v2/cases/e929315e39db14f2cc01883f4f6bf657e5939c9036ffa7a611cb32d7b0e50d51/review.html b/evaluation/v2/cases/e929315e39db14f2cc01883f4f6bf657e5939c9036ffa7a611cb32d7b0e50d51/review.html
index 7dbfe01d608fd6fb4a61e1819c0d8e309c99e379..f6c66c04ea482d294c063e39ea15ea0cc1dc1260 100644
--- a/evaluation/v2/cases/e929315e39db14f2cc01883f4f6bf657e5939c9036ffa7a611cb32d7b0e50d51/review.html
+++ b/evaluation/v2/cases/e929315e39db14f2cc01883f4f6bf657e5939c9036ffa7a611cb32d7b0e50d51/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.45 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
+
154Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.45 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord codeExternal numeric codeItemRequest dateReceipt confirmedDestination collectionStart dateEnd dateElapsed daysWorkflow stateRequired approval referenceItem countRegistered display nameHandling note
1RC-00000000000100Textile fragment2026-01-01trueA2026-01-012026-01-010pending2luma
2RC-00000100000101Clay vessel04/01/20260B2026-01-042026-01-051approvedAP-0000013LUMA  "Check the attached card before moving Clay vessel; station 2 handles this record."
 2  
3RC-00000200000102Printed map2026-01-07trueC2026-01-072026-01-092approvedAP-0000024Luma 東京Check the attached card before moving Printed map; station 3 handles this record.
4RC-00002400000124Textile fragment2026-03-14trueA2026-03-142026-03-2511pending4luma
5RC-00003600000136Textile fragment2026-04-19trueA2026-04-192026-04-2910pending5luma
6RC-00004900000149Clay vessel28/05/20260B2026-05-282026-06-0710approvedAP-0000497LUMA  "Check the attached card before moving Clay vessel; station 1 handles this record."
 50  
7RC-00005000000150Printed map2026-05-31trueC2026-05-312026-05-310approvedAP-0000508Luma 東京Check the attached card before moving Printed map; station 2 handles this record.
8RC-00005100000151Textile fragment03/06/20260D2026-06-032026-06-1512pending9Luma AtelierCheck the attached card before moving Textile fragment; station 3 handles this record.
9RC-00005200000152Clay vessel2026-06-06trueA2026-06-062026-06-060approvedAP-00005210luma
10RC-00005300000153Printed map09/06/20260B2026-06-092026-06-101approvedAP-00005311LUMA  "Check the attached card before moving Printed map; station 5 handles this record."
 54  
11RC-00005400000154Textile fragment2026-06-12trueC2026-06-122026-06-142pending12Luma 東京Check the attached card before moving Textile fragment; station 6 handles this record.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/ec7e824cd5bf670371a04220237b3ceb64ce873cd260e06fc8e09549b10a5782/review.html b/evaluation/v2/cases/ec7e824cd5bf670371a04220237b3ceb64ce873cd260e06fc8e09549b10a5782/review.html
index e0e9c04a5912a758f37698914f285567f1395b94..0bf7c94bb8a852afbce19e5e018f0c4efb25d3ef 100644
--- a/evaluation/v2/cases/ec7e824cd5bf670371a04220237b3ceb64ce873cd260e06fc8e09549b10a5782/review.html
+++ b/evaluation/v2/cases/ec7e824cd5bf670371a04220237b3ceb64ce873cd260e06fc8e09549b10a5782/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.21 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Zapisany rozmiar (MiB)"34,82""34,82""33,82"Missed / incorrectconsistency.dependency
9Powodzenie"nIE""Nie""Nie"Repairedformat.boolean
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaRozmiar (MiB)KopieZapisany rozmiar (MiB)Adres IPPowodzenieUwagi
1000001Brama czujników29,52259,04192.0.2.1Tak
2000002Serwer testowy88,42188,42192.0.2.2Nie
3000006Serwer testowy73,315366,55192.0.2.6NieOczekuje na ponowną kontrolę
4000010Brama czujników0,0020,00192.0.2.10NieSprawdzono przy odbiorze
5000012Serwer testowy8,1918,19192.0.2.12TakEtykieta „priorytet”, pozostawić widoczną
6000015Brama czujników87,924351,68192.0.2.15NieEtykieta „priorytet”, pozostawić widoczną
7000017Brama czujników78,772157,54192.0.2.17Nie
8000018Węzeł archiwum45,47290,94192.0.2.18NieSkorzystać z wejścia północnego
+
88Cells scanned
2Errors in input
1Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.21 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
9Zapisany rozmiar (MiB)"34,82""34,82""33,82"Missed / incorrectconsistency.dependency
9Powodzenie"nIE""Nie""Nie"Repairedformat.boolean
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowIdentyfikatorPozycjaRozmiar (MiB)KopieZapisany rozmiar (MiB)Adres IPPowodzenieUwagi
1000001Brama czujników29,52259,04192.0.2.1Tak
2000002Serwer testowy88,42188,42192.0.2.2Nie
3000006Serwer testowy73,315366,55192.0.2.6NieOczekuje na ponowną kontrolę
4000010Brama czujników0,0020,00192.0.2.10NieSprawdzono przy odbiorze
5000012Serwer testowy8,1918,19192.0.2.12TakEtykieta „priorytet”, pozostawić widoczną
6000015Brama czujników87,924351,68192.0.2.15NieEtykieta „priorytet”, pozostawić widoczną
7000017Brama czujników78,772157,54192.0.2.17Nie
8000018Węzeł archiwum45,47290,94192.0.2.18NieSkorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
9000019Serwer testowy16,91234,82192.0.2.19NieZachowano odniesienie: UTF-8 / v2.1
10000020Węzeł archiwum16384,0012196608,00192.0.2.20TakSkorzystać z wejścia północnego
 Najpierw zgłosić się do recepcji
11000021Węzeł archiwum35,503106,50192.0.2.21TakEtykieta „priorytet”, pozostawić widoczną
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/ecf7c8a314c6916dae702747faf536de33d53f7bf498313fb5ec5d66f8f5bc50-open-clean/review.html b/evaluation/v2/cases/ecf7c8a314c6916dae702747faf536de33d53f7bf498313fb5ec5d66f8f5bc50-open-clean/review.html
index 603b4a03ec0abbd880318d351d666a6e29116833..8b26fea15c76de4a9f0f4c61a26bebd66c185e3b 100644
--- a/evaluation/v2/cases/ecf7c8a314c6916dae702747faf536de33d53f7bf498313fb5ec5d66f8f5bc50-open-clean/review.html
+++ b/evaluation/v2/cases/ecf7c8a314c6916dae702747faf536de33d53f7bf498313fb5ec5d66f8f5bc50-open-clean/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.16 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目定員予約数空き数開始日備考
1000001研修室13762024-10-28
2000002受付室8542432026-05-13追加の対応は不要
3000007会議室8853352024-04-10再確認待ち
4000008会議室9338552026-02-18追加の対応は不要
5000009会議室11238742025-08-12北側の入口を利用
+
77Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.16 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目定員予約数空き数開始日備考
1000001研修室13762024-10-28
2000002受付室8542432026-05-13追加の対応は不要
3000007会議室8853352024-04-10再確認待ち
4000008会議室9338552026-02-18追加の対応は不要
5000009会議室11238742025-08-12北側の入口を利用
 先に受付へ連絡
6000010会議室150271232025-07-04北側の入口を利用
 先に受付へ連絡
7000011会議室196141822024-09-24到着時に確認済み
8000012会議室10086142025-03-02
9000023研修室9435592024-04-19追加の対応は不要
10000025バリアフリー室17982025-08-08到着時に確認済み
11000028研修室4626202024-03-09再確認待ち
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/f39bf5dbf6542faf016dc2d2402372abfc3fbbe6f5828072101d838fa9ad3300/review.html b/evaluation/v2/cases/f39bf5dbf6542faf016dc2d2402372abfc3fbbe6f5828072101d838fa9ad3300/review.html
index e78be2659f8d463f9dc3532c88cc9bf0c0bdbeae..ca0cc74832fbccad57a0cea6dd7b280005fcf2e4 100644
--- a/evaluation/v2/cases/f39bf5dbf6542faf016dc2d2402372abfc3fbbe6f5828072101d838fa9ad3300/review.html
+++ b/evaluation/v2/cases/f39bf5dbf6542faf016dc2d2402372abfc3fbbe6f5828072101d838fa9ad3300/review.html
@@ -1,6 +1,6 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.52 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΚωδικός διαδρομήςΕίδοςΔηλωμένη μάζα τεμαχίουΜονάδα δηλωμένης μάζαςΜετρημένη μάζα τεμαχίουΜονάδα μέτρησηςΜάζα συσκευασίας σε γραμμάριαΜικτή μάζα σε γραμμάριαΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100RT-000000Κεραμικά φλιτζάνια0.125kg125g15140luma
2RC-00000100000101RT-000001Διπλωμένα λινά1000g1kg201020LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
+
132Cells scanned
0Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.52 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΚωδικός διαδρομήςΕίδοςΔηλωμένη μάζα τεμαχίουΜονάδα δηλωμένης μάζαςΜετρημένη μάζα τεμαχίουΜονάδα μέτρησηςΜάζα συσκευασίας σε γραμμάριαΜικτή μάζα σε γραμμάριαΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100RT-000000Κεραμικά φλιτζάνια0.125kg125g15140luma
2RC-00000100000101RT-000001Διπλωμένα λινά1000g1kg201020LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
 2  
3RC-00001000000110RT-000003Διπλωμένα λινά0.25kg250g20270Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 4 χειρίζεται αυτή την εγγραφή.
4RC-00001500000115RT-000001Κεραμικά φλιτζάνια1750g1.75kg451795Luma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Κεραμικά φλιτζάνια· ο σταθμός 2 χειρίζεται αυτή την εγγραφή.
5RC-00001800000118RT-000004Κεραμικά φλιτζάνια1.5kg1500g151515Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Κεραμικά φλιτζάνια· ο σταθμός 5 χειρίζεται αυτή την εγγραφή.
6RC-00002400000124RT-000003Κεραμικά φλιτζάνια1kg1000g451045luma
7RC-00003000000130RT-000002Κεραμικά φλιτζάνια0.5kg500g30530Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Κεραμικά φλιτζάνια· ο σταθμός 3 χειρίζεται αυτή την εγγραφή.
8RC-00003100000131RT-000003Διπλωμένα λινά1375g1.375kg351410Luma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 4 χειρίζεται αυτή την εγγραφή.
9RC-00003200000132RT-000004Φάκελοι αρχείου2.25kg2250g402290luma
10RC-00003300000133RT-000005Κεραμικά φλιτζάνια250g0.25kg45295LUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Κεραμικά φλιτζάνια· ο σταθμός 6 χειρίζεται αυτή την εγγραφή."
 34  
11RC-00003400000134RT-000006Διπλωμένα λινά1.125kg1125g501175Luma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Διπλωμένα λινά· ο σταθμός 7 χειρίζεται αυτή την εγγραφή.
Every detection and application decision
[]

\ No newline at end of file
diff --git a/evaluation/v2/cases/f8b50d45660ccd8f003dc26cfff3e22fc9227d65b8fee32a0750d621488d4acf-open/review.html b/evaluation/v2/cases/f8b50d45660ccd8f003dc26cfff3e22fc9227d65b8fee32a0750d621488d4acf-open/review.html
index 090abfda2174351f7d24f359930df689ba1ebbcd..796de0cd557aa97fc18f2f1da89c1847b1658e8a 100644
--- a/evaluation/v2/cases/f8b50d45660ccd8f003dc26cfff3e22fc9227d65b8fee32a0750d621488d4acf-open/review.html
+++ b/evaluation/v2/cases/f8b50d45660ccd8f003dc26cfff3e22fc9227d65b8fee32a0750d621488d4acf-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
132Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.42 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Dossiercode"RC-000022!""RC-000022""RC-000022"Repairedschema.identifier
6Geregistreerde weergavenaam"Luma 東京""Luma 東京""Luma 東京"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
+
132Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.42 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Dossiercode"RC-000022!""RC-000022""RC-000022"Repairedschema.identifier
6Geregistreerde weergavenaam"Luma 東京""Luma 東京""Luma 東京"Repairedtext.encoding
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowDossiercodeExterne cijfercodeArtikelAangegeven massa per stukEenheid aangegeven massaGemeten massa per stukMeeteenheidWatermassa in gramMengselmassa in gramProductiepartijGeregistreerde weergavenaamBehandelnotitie
1RC-00000000000100Indigomengsel0.125kg125g23752500LT-000200luma
2RC-00000100000101Okermengsel1000g1kg1900020000LT-000201LUMA  "Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier."
 2  
3RC-00000600000106Indigomengsel2.5kg2500g4750050000LT-000206Luma 東京Controleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 7 behandelt dit dossier.
4RC-00002000000120Meekrapmengsel0.375kg375g71257500LT-000220luma
5RC-00002100000121Indigomengsel1250g1.25kg2375025000LT-000221LUMA  "Controleer de bijgevoegde kaart voordat Indigomengsel wordt verplaatst; post 1 behandelt dit dossier."
 22  
6RC-00002200000122Okermengsel2.125kg2125g4037542500LT-000222Luma 東京Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 2 behandelt dit dossier.
7RC-00002300000123Meekrapmengsel125g0.125kg23752500LT-000223Luma AtelierControleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 3 behandelt dit dossier.
8RC-00002400000124Indigomengsel1kg1000g1900020000LT-000224luma
9RC-00003400000134Okermengsel1.125kg1125g2137522500LT-000234Luma 東京Controleer de bijgevoegde kaart voordat Okermengsel wordt verplaatst; post 7 behandelt dit dossier.
10RC-00004400000144Meekrapmengsel1.25kg1250g2375025000LT-000244luma
11RC-00004700000147Meekrapmengsel1000g1kg1900020000LT-000247Luma AtelierControleer de bijgevoegde kaart voordat Meekrapmengsel wordt verplaatst; post 6 behandelt dit dossier.
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/f8d8a5333c6d6326bbec66ba279d61d1019dc5594dfbdc9dc83355d3668105c2/review.html b/evaluation/v2/cases/f8d8a5333c6d6326bbec66ba279d61d1019dc5594dfbdc9dc83355d3668105c2/review.html
index b7783db09e6d1d3a5586a34da7108d537a05ef99..dbc54713b9da65ee20bc9e69eece4d639052c7e1 100644
--- a/evaluation/v2/cases/f8d8a5333c6d6326bbec66ba279d61d1019dc5594dfbdc9dc83355d3668105c2/review.html
+++ b/evaluation/v2/cases/f8d8a5333c6d6326bbec66ba279d61d1019dc5594dfbdc9dc83355d3668105c2/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
77Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.15 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6空き数"36""36""35"Missed / incorrectconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目定員予約数空き数開始日備考
1000001研修室13762024-10-28
2000002受付室8542432026-05-13追加の対応は不要
3000004受付室902882025-11-25北側の入口を利用
+
77Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.15 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6空き数"36""36""35"Missed / incorrectconsistency.dependency
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowレコード番号品目定員予約数空き数開始日備考
1000001研修室13762024-10-28
2000002受付室8542432026-05-13追加の対応は不要
3000004受付室902882025-11-25北側の入口を利用
 先に受付へ連絡
4000005受付室24023642024-10-27ラベルは「優先」、見える位置に置く
5000006受付室14347962026-01-26北側の入口を利用
 先に受付へ連絡
6000007会議室8853362024-04-10再確認待ち
7000008会議室9338552026-02-18追加の対応は不要
8000009会議室11238742025-08-12北側の入口を利用
 先に受付へ連絡
9000014受付室928842025-08-27
10000016受付室3919202025-01-15到着時に確認済み
11000027受付室14031372024-02-09参照情報を保持：UTF-8 / v2.1
Every detection and application decision
[
diff --git a/evaluation/v2/cases/fad462a48b5ce15d97e3a5c7f3abfb5a141971050f52cf76766c4ccb728e887c-open/review.html b/evaluation/v2/cases/fad462a48b5ce15d97e3a5c7f3abfb5a141971050f52cf76766c4ccb728e887c-open/review.html
index 10c928f15eb67508d90e5091a471670ba9cdf4dd..ec80bc1dceedb84e36bc6e2c7247b1cd36ac36fc 100644
--- a/evaluation/v2/cases/fad462a48b5ce15d97e3a5c7f3abfb5a141971050f52cf76766c4ccb728e887c-open/review.html
+++ b/evaluation/v2/cases/fad462a48b5ce15d97e3a5c7f3abfb5a141971050f52cf76766c4ccb728e887c-open/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 1.56 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Είδος"Βαμβακερός ιμάντα""Βαμβακερός ιμάντας""Βαμβακερός ιμάντας"Repairedtext.spelling
6Κατηγορία υπηρεσίας"B?""B""B"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΕίδοςΑξία αναφοράςΚατηγορία υπηρεσίαςΠλήθος τεμαχίωνΤιμή μονάδαςΚόστος γραμμήςΖώνη αποθήκευσηςΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100Ατσάλινος μεντεσές1 000,50A21.252.50Aluma
2RC-00000100000101Βαμβακερός ιμάντας1000.50B31.384.14BLUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Βαμβακερός ιμάντας· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
+
121Cells scanned
2Errors in input
2Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 1.56 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
6Είδος"Βαμβακερός ιμάντα""Βαμβακερός ιμάντας""Βαμβακερός ιμάντας"Repairedtext.spelling
6Κατηγορία υπηρεσίας"B?""B""B"Repairedschema.category
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowΚωδικός εγγραφήςΕξωτερικός αριθμητικός κωδικόςΕίδοςΑξία αναφοράςΚατηγορία υπηρεσίαςΠλήθος τεμαχίωνΤιμή μονάδαςΚόστος γραμμήςΖώνη αποθήκευσηςΚαταχωρισμένο όνομαΣημείωση χειρισμού
1RC-00000000000100Ατσάλινος μεντεσές1 000,50A21.252.50Aluma
2RC-00000100000101Βαμβακερός ιμάντας1000.50B31.384.14BLUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Βαμβακερός ιμάντας· ο σταθμός 2 χειρίζεται αυτή την εγγραφή."
 2  
3RC-00001000000110Βαμβακερός ιμάντας1 000,50B122.5530.60BLuma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Βαμβακερός ιμάντας· ο σταθμός 4 χειρίζεται αυτή την εγγραφή.
4RC-00003800000138Λαστιχένιο πέλμα1 000,50C76.1943.33CLuma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Λαστιχένιο πέλμα· ο σταθμός 4 χειρίζεται αυτή την εγγραφή.
5RC-00003900000139Ορειχάλκινο εξάρτημα1000.50D86.3250.56DLuma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Ορειχάλκινο εξάρτημα· ο σταθμός 5 χειρίζεται αυτή την εγγραφή.
6RC-00004000000140Βαμβακερός ιμάντας1 000,50B96.4558.05Bluma
7RC-00004100000141Λαστιχένιο πέλμα1000.50C106.5865.80CLUMA  "Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Λαστιχένιο πέλμα· ο σταθμός 7 χειρίζεται αυτή την εγγραφή."
 42  
8RC-00004200000142Ατσάλινος μεντεσές1 000,50A116.7173.81ALuma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Ατσάλινος μεντεσές· ο σταθμός 1 χειρίζεται αυτή την εγγραφή.
9RC-00005000000150Λαστιχένιο πέλμα1 000,50C87.7562.00CLuma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Λαστιχένιο πέλμα· ο σταθμός 2 χειρίζεται αυτή την εγγραφή.
10RC-00005400000154Ατσάλινος μεντεσές1 000,50A128.2799.24ALuma 東京Ελέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Ατσάλινος μεντεσές· ο σταθμός 6 χειρίζεται αυτή την εγγραφή.
11RC-00005500000155Ορειχάλκινο εξάρτημα1000.50D28.416.8DLuma AtelierΕλέγξτε τη συνημμένη κάρτα πριν μετακινήσετε Ορειχάλκινο εξάρτημα· ο σταθμός 7 χειρίζεται αυτή την εγγραφή.
Every detection and application decision
[
   {
diff --git a/evaluation/v2/cases/fcaa7e23141c64ac0d72ae346f371a49203bfba00bc4b5b1167a42b472e0d335/review.html b/evaluation/v2/cases/fcaa7e23141c64ac0d72ae346f371a49203bfba00bc4b5b1167a42b472e0d335/review.html
index 49f37598be6a7017ce5dad714fcf88cd754b869a..4f620c3052c6db8224e31dd5d7095525fa376d82 100644
--- a/evaluation/v2/cases/fcaa7e23141c64ac0d72ae346f371a49203bfba00bc4b5b1167a42b472e0d335/review.html
+++ b/evaluation/v2/cases/fcaa7e23141c64ac0d72ae346f371a49203bfba00bc4b5b1167a42b472e0d335/review.html
@@ -1,7 +1,7 @@
 TabFix — end-to-end CSV review
 
Does TabFix fix this CSV?
Actual CSV → schema and context → predicted error locations → generated replacements → corrected CSV. The clean reference is used only after inference. No gold error locations or replacement text are supplied to the model. Row numbers below count data rows, excluding the header.

-
88Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · CPU inference 0.3 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Category"""""Household goods"Missed / incorrectmissing.required
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemCategoryOpening stockReceivedIssuedClosing stockNote
1000001Ceramic cupHousehold goods1795838199Awaiting a second inspection
2000002Ceramic cupHousehold goods7914621312Awaiting a second inspection
3000008Ceramic cupHousehold goods15111553213No additional handling required
4000009Linen bagTextiles601532121Label marked "priority", keep visible
5000010Refill bottle331197577Use the north entrance
+
88Cells scanned
1Errors in input
0Errors repaired
0Valid cells changed
CSV inference review · Threshold 0.9 · GPU inference 0.3 seconds (model loading excluded).
Errors and proposed changes
RowColumnInputModel outputReferenceResult
5Category"""""Household goods"Missed / incorrectmissing.required
Strings are quoted to make spaces and empty values visible. Yellow cells below were changed. All other cells are included so unwanted edits remain visible.
Complete model output
Data rowRecord IDItemCategoryOpening stockReceivedIssuedClosing stockNote
1000001Ceramic cupHousehold goods1795838199Awaiting a second inspection
2000002Ceramic cupHousehold goods7914621312Awaiting a second inspection
3000008Ceramic cupHousehold goods15111553213No additional handling required
4000009Linen bagTextiles601532121Label marked "priority", keep visible
5000010Refill bottle331197577Use the north entrance
 Contact reception first
6000011Linen bagTextiles119314747Use the north entrance
 Contact reception first
7000012Refill bottleHousehold goods6017896142
8000013Refill bottleHousehold goods8616483167Awaiting a second inspection
9000016Ceramic cupHousehold goods123426101Checked on arrival
10000021Refill bottleHousehold goods53599715No additional handling required
11000030Linen bagTextiles879471110Checked on arrival
Every detection and application decision
[
   {
diff --git a/evaluation/v2/review.html b/evaluation/v2/review.html
index b8fdc890a0649638104dac3c4144cf47146ed16c..82d9010097590cd3e6368204c3ad34ae94e8c5ba 100644
--- a/evaluation/v2/review.html
+++ b/evaluation/v2/review.html
@@ -1,4 +1,4 @@
-TabFix v2 — test de bout en bout
TabFix v2 — test de bout en bout
76/76 tableaux. CSV → filtre déterministe/neural → correction → perplexité → validation des règles. Aucune position fautive fournie au modèle.
48/67Cellules fautives réparées
0/8600Cellules valides endommagées
59/67Cellules fautives localisées
Panel synthétique représentatif ; pas une précision globale sur tout le corpus. Les cellules de contexte sont incluses. Les résultats par catégorie peuvent se recouper pour les erreurs composées. Les contradictions de groupe sans localisation certaine restent signalées sans correction.
Par catégorie
Catégorie réelleCellules fautivesLocaliséesRéparées exactement
text.encoding997
text.invisible222
text.spelling998
format.number222
format.date222
format.boolean222
format.case222
format.whitespace333
format.unit333
schema.type322
schema.identifier555
schema.category111111
consistency.unit200
consistency.dependency300
consistency.temporal200
missing.required220
missing.conditional220
structure.shift440
Corrections et erreurs restantes
Langue / tableauColonneEntréeSortieRéférenceRésultat
ja品目"麻のバッグ""麻のバッグ""麻のバッグ"repaired
Décisions
[
+TabFix v2 — test de bout en bout
TabFix v2 — test de bout en bout
76/76 tableaux. CSV → filtre déterministe/neural → correction → perplexité → validation des règles. Aucune position fautive fournie au modèle.
48/67Cellules fautives réparées
0/8600Cellules valides endommagées
59/67Cellules fautives localisées
1Corrections appliquées mais incorrectes
Panel synthétique représentatif ; pas une précision globale sur tout le corpus. Les cellules de contexte sont incluses. Les résultats par catégorie peuvent se recouper pour les erreurs composées. Les contradictions de groupe sans localisation certaine restent signalées sans correction.
Sur les 55 tableaux communs avec le précédent test
PipelineRéparations exactesCellules valides endommagées
Précédent23 / 4555 / 6 193
V230 / 450 / 6 193
Comparaison des pipelines complets ; les anciennes sorties sont réutilisées. Le modèle, les règles et la politique d’abstention ont changé.
Point à surveiller : une correction japonaise acceptée remplace aluminium par carton (perplexité 1,00027). Les deux abstentions par perplexité restent inchangées ; aucun seuil n’a été ajusté sur ce test.
Par catégorie
Catégorie réelleCellules fautivesLocaliséesRéparées exactement
text.encoding997
text.invisible222
text.spelling998
format.number222
format.date222
format.boolean222
format.case222
format.whitespace333
format.unit333
schema.type322
schema.identifier555
schema.category111111
consistency.unit200
consistency.dependency300
consistency.temporal200
missing.required220
missing.conditional220
structure.shift440
Corrections et erreurs restantes
Langue / tableauColonneEntréeSortieRéférenceRésultat
ja品目"麻のバッグ""麻のバッグ""麻のバッグ"repaired
Décisions
[
   {
     "row": 7,
     "column": 1,
@@ -521,7 +521,7 @@
     "status": "applied",
     "route": "model"
   }
-]
ja品目"アルミニウム""段ボール""アルミニウム"remaining
Décisions
[
+]
ja品目"アルミニウム""段ボール""アルミニウム"incorrect_change
Décisions
[
   {
     "row": 6,
     "column": 1,
diff --git a/evaluation/v2/summary.json b/evaluation/v2/summary.json
index 8f11192dc74f79f168a111592dda609c7e436b31..7e2635dae16fa06cce2856d3cbce9226896a9c76 100644
--- a/evaluation/v2/summary.json
+++ b/evaluation/v2/summary.json
@@ -9,6 +9,7 @@
     "detected_faulty_cells": 59,
     "flagged_valid_cells": 1,
     "faulty_cells": 67,
+    "incorrect_replacements": 1,
     "hard_negative_cases": 18,
     "hard_negative_cases_harmed": 0
   },
@@ -178,5 +179,20 @@
   },
   "model_revision": "913f3efbf4f0557b1ad5ec1693730d8b7535ac58",
   "dataset_revision": "602b8a454ca448713d8a5658650d4feaad8d579c",
-  "scope": "Representative held-out synthetic test panel, not the entire test split. All context cells scanned. Gold used only after inference. Thresholds frozen from validation. Relation groups are not counted as localized cell predictions. Compound category counts may overlap."
+  "scope": "Representative held-out synthetic test panel, not the entire test split. All context cells scanned. Gold used only after inference. Thresholds frozen from validation. Relation groups are not counted as localized cell predictions. Compound category counts may overlap.",
+  "historical_same_55_tables": {
+    "v1": {
+      "exactly_repaired_cells": 23,
+      "faulty_cells": 45,
+      "valid_cells_harmed": 55,
+      "valid_cells": 6193
+    },
+    "v2": {
+      "exactly_repaired_cells": 30,
+      "faulty_cells": 45,
+      "valid_cells_harmed": 0,
+      "valid_cells": 6193
+    },
+    "interpretation": "Whole pipeline comparison, not isolated backbone improvement; frozen old result artifacts reused without rerunning training."
+  }
 }