diff --git a/.gitattributes b/.gitattributes index 52373fe24473b1aa44333d318f578ae6bf04b49b..5fbb89b55d04b36dabbe2bdb3b33f2f8321ec41e 100644 --- a/.gitattributes +++ b/.gitattributes @@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text tokenizer.json filter=lfs diff=lfs merge=lfs -text +evaluation/validation_curves.png filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 5a5c2da5cd8d4726da0414a2674405a5204ce4ae..d356952bb3e6fb1297cc61dba1fe48cfecd8394f 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ The recoverable state includes model, tokenizer, optimizer and random generators Canonical labels refer to decoded Unicode cell coordinates. Prediction is token-granular. Disabled categories are filtered before edits; overlapping proposals and linked structural repairs require abstention/group handling. Suggestions are not automatically applied. Missing values need not have recoverable intended contents. Real-source unlabelled cells are excluded from negative supervision. -Dataset revision: `7da5aa80bc2a68a375930f3bd3ed2f7fdda0152f`. Train/validation formats are held out; test data was not consumed. This dataset is mostly synthetic. The detector/correction task weight is `ln(18)/ln(256000) = 0.2321`; the optional conditional-missing pair weight is recorded in `run_config.json` and `metrics.json`. The run records periodic held-out validation losses for both tasks in `validation_history`, then a final validation report. These are development diagnostics, not deployment precision or end-to-end repair accuracy. No probability calibration or latency guarantee is claimed. See `metrics.json` for sample sizes, loss, operating-point diagnostics and exact-repair outcomes. +Dataset revision: `7da5aa80bc2a68a375930f3bd3ed2f7fdda0152f`. Train/validation formats are held out; test data was not used during training or checkpoint selection. A frozen test diagnostic is reported below. This dataset is mostly synthetic. The detector/correction task weight is `ln(18)/ln(256000) = 0.2321`; the optional conditional-missing pair weight is recorded in `run_config.json` and `metrics.json`. The run records periodic held-out validation losses for both tasks in `validation_history`, then a final validation report. These are development diagnostics, not deployment precision or end-to-end repair accuracy. No probability calibration or latency guarantee is claimed. See `metrics.json` for sample sizes, loss, operating-point diagnostics and exact-repair outcomes. ## Licensing @@ -32,9902 +32,31 @@ TabFix fine-tuning contributions are CC BY-NC 4.0; commercial use requires the o The learning rate warms up for 100 updates, then follows cosine decay to 10% of its peak over a fixed 1600-update horizon. A fixed, stratified validation panel of up to 252 records is evaluated before training and every 200 updates or 600 seconds. Selection minimizes detection loss plus 0.232104 times correction loss (equal averages of fully and partially masked views). Training stops after 4 checks without an improvement of at least 0.001. Final publication restores the best complete checkpoint; recoverable latest and best revisions are retained as tags in this repository. These controls reduce risk; they do not guarantee generalization. The test split is not used for checkpoint selection. -## Recorded run results +## Measured validation and end-to-end results -```json -{ - "tiny_smoke": false, - "dataset_revision": "7da5aa80bc2a68a375930f3bd3ed2f7fdda0152f", - "train_records": 26109, - "correction_eligible_records": 11554, - "correction_request_version": 3, - "batch_size": 2, - "conditional_pair_weight": 0.25, - "conditional_pairs": 6126, - "start_step": 0, - "device": "cuda", - "parameters": 307843915, - "validation_history": [ - { - "step": 0, - "detection_loss": 1.6973283797029466, - "correction_loss": 9.675047668306402, - "correction_full_mask_loss": 10.736744653784289, - "correction_partial_mask_loss": 8.613350682828514, - "selection_score": 3.9429427388077727, - "examples": 252, - "correction_edits": 393, - "correction_category_counts": { - "consistency.dependency": 23, - "format.boolean": 51, - "format.date": 40, - "schema.category": 49, - "schema.identifier": 50, - "schema.type": 41, - "consistency.temporal": 15, - "consistency.unit": 4, - "format.case": 19, - "format.number": 18, - "format.unit": 19, - "format.whitespace": 19, - "text.spelling": 18, - "text.invisible": 15, - "text.encoding": 12 - }, - "conditional_pair_loss": 0.6912225127220154, - "conditional_pairs": 5, - "token_and_gap_tp_fp_fn_at_0.9": [ - 62, - 20027, - 937 - ], - "sample_ids": [ - "6481cc1b3a6148ca5e8df1783aa3c15bd97b4224ea44ec304e2448bd613c3a07", - "8a1d338e2b1a352eac2c0834432588239c231b43df14e68402999151d62a70d8", - "04434b82c7685003521e12204c5af32606d402dd454be5d270c2b39c5a3c2b55", - "7aeaf4538d564e7bfc4a20cac6b97e42655170cd4ac40c98db0d24ff056ba388", - "9d7d44d25b2bd975829249dc3cd673c9a972f47ad8b1fa1bf0206f527d27934c", - "b01405d247c32e01b05e977fe963ca8ab440e1559f1c7f8adf0a99928d29b997", - "89f4e9132a30351d7836acfa80b56de26924f82d1b2403e48f1c265b4053ab99", - "fbe61f1cc2096a02443b68b5dbf6da5694e8cb60ec5fb445ca5bc29fc147b0e9", - "4dee644acbc9859035ebc82ce0d74ac45065b429f74ec833d9ae5dda3daf02a0", - "86e7d7c56f4e30ae4e63da4327d92c7a9ff2e18d47611dcba9e794b11a222f93", - 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"predictions_at_0.9": [] - }, - { - "id": "0165f17212db1f19b9090f03b23e5a948ba104b39091a51d3bfc92117a945d01", - "predictions_at_0.9": [ - { - "row": 6, - "column": 6, - "start": 0, - "end": 10, - "replacement": "", - "category": "format.date" - }, - { - "row": 31, - "column": 7, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - } - ] - }, - { - "id": "ae70461bcec3b2b8c7540d9bc1f36df53f8694d4dadcb2000f1a1a3816c0bd39", - "predictions_at_0.9": [] - }, - { - "id": "be920fcb12955d9632155e26b21949389df2a983695f7b812d6c1f241d8abed0", - "predictions_at_0.9": [ - { - "row": 27, - "column": 1, - "start": 15, - "end": 16, - "replacement": "", - "category": "schema.category" - }, - { - "row": 27, - "column": 5, - "start": 0, - "end": 3, - "replacement": "", - "category": "format.boolean" - }, - { - "row": 28, - "column": 6, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - }, - { - "row": 28, - "column": 6, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.conditional" - } - ] - }, - { - "id": "0e16bb57a8136adf4046b8070f470cc71c17c5ac75ae3b8924c14ba0cbc41a88", - "predictions_at_0.9": [ - { - "row": 5, - "column": 3, - "start": 0, - "end": 1, - "replacement": "", - "category": "format.date" - }, - { - "row": 5, - "column": 3, - "start": 5, - "end": 7, - "replacement": "", - "category": "format.date" - }, - { - "row": 31, - "column": 3, - "start": 4, - "end": 9, - "replacement": "", - "category": "format.date" - }, - { - "row": 54, - "column": 9, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - } - ] - }, - { - "id": "8f295998976cac4c450830553433965804d3a31b2cc4f0b5a8e116933b4337d9", - "predictions_at_0.9": [ - { - "row": 1, - "column": 3, - "start": 1, - "end": 2, - "replacement": "", - "category": "format.date" - }, - { - "row": 1, - "column": 3, - "start": 4, - "end": 9, - "replacement": "", - "category": "format.date" - }, - { - "row": 6, - "column": 9, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - }, - { - "row": 15, - "column": 3, - "start": 0, - "end": 10, - "replacement": "", - "category": "format.date" - }, - { - "row": 32, - "column": 0, - "start": 9, - "end": 10, - "replacement": "", - "category": "schema.identifier" - }, - { - "row": 32, - "column": 9, - "start": 0, - "end": 2, - "replacement": "", - "category": "format.case" - }, - { - "row": 33, - "column": 9, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - } - ] - }, - { - "id": "9aaeb3e2d1b8b6c056196e3282ea91dc669e6c416061079aecea8f78010ef1e8", - "predictions_at_0.9": [ - { - "row": 17, - "column": 3, - "start": 1, - "end": 2, - "replacement": "", - "category": "format.date" - }, - { - "row": 21, - "column": 3, - "start": 4, - "end": 5, - "replacement": "", - "category": "format.date" - }, - { - "row": 21, - "column": 3, - "start": 6, - "end": 7, - "replacement": "", - "category": "format.date" - }, - { - "row": 24, - "column": 9, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - }, - { - "row": 31, - "column": 3, - "start": 4, - "end": 7, - "replacement": "", - "category": "format.date" - } - ] - }, - { - "id": "8487f2344b6cd12f9381340b272c9658f33fea487444b861aaf3a6b5ff1ec1f4", - "predictions_at_0.9": [ - { - "row": 7, - "column": 0, - "start": 4, - "end": 4, - "replacement": "", - "category": "schema.identifier" - }, - { - "row": 7, - "column": 5, - "start": 0, - "end": 2, - "replacement": "", - "category": "format.boolean" - }, - { - "row": 24, - "column": 6, - "start": 0, - "end": 0, - "replacement": "", - "category": "missing.required" - } - ] - }, - { - "id": "24a3915c68fd1b71e6b0a7056d72c890e86938f5b6739a126f639dd27e00838c", - "predictions_at_0.9": [ - { - "row": 1, - "column": 3, - "start": 1, - "end": 2, - "replacement": "", - "category": "format.date" - }, - { - "row": 1, - "column": 3, - "start": 4, - "end": 9, - "replacement": "", - "category": "format.date" - }, - { - "row": 3, - "column": 3, - "start": 0, - "end": 1, - "replacement": "", - "category": "format.date" - }, - { - "row": 3, - "column": 3, - "start": 5, - "end": 7, - "replacement": "", - "category": "format.date" - }, - { - "row": 10, - "column": 10, - "start": 6, - "end": 8, - "replacement": "", - "category": "format.date" - }, - { - "row": 13, - "column": 3, - "start": 0, - "end": 10, - "replacement": "", - "category": "format.date" - } - ] - }, - { - "id": "8642c9880283bcd276e6bfccb108bf33bbe65494deb4ab1da7d63f582ef7fe0f", - "predictions_at_0.9": [ - { - "row": 34, - "column": 3, - "start": 13, - "end": 13, - "replacement": "", - "category": "text.spelling" - }, - { - "row": 34, - "column": 9, - "start": 3, - "end": 4, - "replacement": "", - "category": "schema.type" - } - ] - } - ], - "limitations": "Token diagnostics, not cell/span calibration; limited gold-span repair sample; test untouched." - } -} -``` +Training started from pretrained mmBERT. The selected checkpoint is update **800**, restored after training reached update 1523 and its time budget. Model and optimizer/RNG hashes match the saved best-step-800 checkpoint. Selection used a fixed 252-example validation panel with 393 eligible correction edits. + +| Fixed validation panel | Initial | Selected (800) | Last evaluated (1523) | +|---|---:|---:|---:| +| Detection loss | 1.69733 | 0.20521 | 0.33725 | +| Correction loss | 9.67505 | 0.45218 | 0.44362 | +| Weighted selection score | 3.94294 | 0.31017 | 0.44021 | + +![Validation curves](evaluation/validation_curves.png) + +The final gold-span validation diagnostic repaired 19/28 references exactly. This supplies the correct error location and is **not end-to-end accuracy**. + +### Frozen test diagnostic (2026-09-20) + +The complete pipeline scanned 55 synthetic test tables spanning 18 error categories, seven languages and 14 source families, with threshold 0.9 fixed before evaluation. All 55 results use L40S BF16. Model revision evaluated: `044567585e7943aab9252339cfe7bb1c2c44509b`; subsequent documentation commits do not change its weights. + +- Faulty cells exactly repaired: **23/45 (51.1%)**. +- Originally valid cells changed incorrectly: **55/6,193 (0.89%)**. +- Detection precision (cell + category): **35/161 (21.7%)**; recall: **35/46 (76.1%)**. +- Hard-negative tables harmed: **11/18**. + +This pipeline is **not ready for automatic correction**. On this diagnostic it harmed more valid cells than it repaired faulty cells. Date formatting accounts for 28 harmed cells, required missing values 12, spelling 10, temporal consistency 4 and unit consistency 1. Relationship errors were missed in the small positive sample. Missing-value generation can invent content even when a replacement is not inferable. + +The sample is deliberately stratified and small; these are diagnostic counts, not production performance estimates. Category-level denominators are small, and compound cells can count under multiple categories. The current policy refuses overlapping repairs and does not apply structural shifts. Test results have not been used to tune thresholds or weights. + +[Detailed category findings](evaluation/test/FINDINGS.md) · [Raw counts](evaluation/test/summary.json) · [Frozen sample](evaluation/test/selection.json) · [Provenance](evaluation/test/provenance.json). Per-case inputs, outputs and references are retained in `evaluation/test/case_*.json`. Full training and validation measurements remain in [metrics.json](metrics.json). diff --git a/checkpoint.json b/checkpoint.json index 419d990e238a9eed28fed688afa1b33a18852d6a..827ee241efd62e834dc6a8ce6c20b4a9663ca4c9 100644 --- a/checkpoint.json +++ b/checkpoint.json @@ -13,7 +13,7 @@ "metrics.json": "78d483e3ef5107dee73faaf6c1bbb6d34f6efc7bb67814a9cc527bd8f792a036", "categories.json": "d95af1bcb70bc78d53297d4e57909776773fff76329098ece751e0734f03b29b", "train_tabfix.py": "8712d7afc651f2d3c55210f3a062ad6a19a94b6185b60d8b5593cacbdf31f7be", - "README.md": "594c69dbb74b9945b3c74659b3508c5727069ebee347480ea454f1df29db5672", + "README.md": "e7acd7f995d46f0efee4036271ec7d6f2100b2b7280257312d9cca161d9c350a", "LICENSE": "b6c1c7bb5aae03bb6b3396fc7c65cbe7306c422ed424b0b7b687d9a50cc15412", "BASE_MODEL_CARD.md": "35724415037ee3159aa733c16050620cc19a76219112a6ceeb3949572e0b37e9" }, diff --git a/evaluation/test/FINDINGS.md b/evaluation/test/FINDINGS.md new file mode 100644 index 0000000000000000000000000000000000000000..12ecdebcbd03719e7ea9534358f029fe755a9b13 --- /dev/null +++ b/evaluation/test/FINDINGS.md @@ -0,0 +1,45 @@ +# TabFix: frozen end-to-end test diagnostic + +Checkpoint: `Antix5/tabfix-preview@044567585e7943aab9252339cfe7bb1c2c44509b`. Threshold: 0.9. Split: test. GPU BF16 (L40S). + +Completed 55 tables. Exactly repaired **23/45** faulty cells; harmed **55/6193** initially valid cells. +Detection cell/category precision: 35/161; recall: 35/46. Hard-negative tables harmed: 11/18. + +The detector receives no gold locations. Repairs use predicted spans. Gold is used only to score the final cells. Category counts can overlap on compound cells; overall cell counts are deduplicated. + +| Category | Detected / gold | Exact repair / gold | False category proposals | Valid cells harmed | +|---|---:|---:|---:|---:| +| text.encoding | 2/2 | 1/2 | 0 | 0 | +| text.invisible | 2/2 | 0/2 | 0 | 0 | +| text.spelling | 2/2 | 1/2 | 22 | 10 | +| format.number | 2/2 | 2/2 | 10 | 0 | +| format.date | 2/2 | 0/2 | 28 | 28 | +| format.boolean | 2/2 | 2/2 | 1 | 0 | +| format.case | 2/2 | 2/2 | 0 | 0 | +| format.whitespace | 3/3 | 3/3 | 0 | 0 | +| format.unit | 3/3 | 3/3 | 0 | 0 | +| schema.type | 2/2 | 2/2 | 0 | 0 | +| schema.identifier | 2/2 | 1/2 | 0 | 0 | +| schema.category | 7/7 | 7/7 | 0 | 0 | +| consistency.unit | 0/2 | 0/2 | 15 | 1 | +| consistency.dependency | 0/3 | 0/3 | 0 | 0 | +| consistency.temporal | 0/2 | 0/2 | 4 | 4 | +| missing.required | 2/2 | 0/2 | 29 | 12 | +| missing.conditional | 2/2 | 0/2 | 17 | 0 | +| structure.shift | 0/4 | 0/4 | 0 | 0 | + +## Limits + +This is a small, deliberately stratified synthetic diagnostic, not an estimate of production accuracy. Positive category slots cover two languages each; language comparisons are confounded by different tables and errors. The model and threshold were frozen before inference. No threshold or weights were tuned on these test results. Exact reference matching may reject another valid repair. Overlapping proposals are refused; structural shifts are unsupported. The current pipeline attempts generation for missing-value proposals even when the intended value is not inferable; report these failures rather than treating them as supported reconstruction. + +Inspect every faulty or changed cell in `review.html`. Raw cases, the frozen selection, category counts and slices are retained alongside this report. + +## Interpretation and next priorities + +The pipeline is not ready for automatic correction: it changed more originally valid cells (55) than it repaired faulty cells (23) on this sample. The leading damage categories are date formatting (28), required missing values (12), spelling (10), temporal consistency (4) and unit consistency (1). These are observed errors, not a causal attribution to training data alone. + +Examples inspected directly: `04/01/2026` became `2026-01-02-02666`; `Gummifuß` became `Gummifußs`; a valid empty cell received `No additional handling required", + "8:0": "000009", + "8:1": "機材基金", + "8:2": "190", + "8:3": "184", + "8:4": "180", + "8:5": "194", + "8:6": "EUR", + "8:7": "参照情報を保持：UTF-8 / v2.1", + "13:0": "000014", + "13:1": "図書費配分", + "13:2": "46", + "13:3": "180", + "13:4": "24", + "13:5": "202", + "13:6": "EUR", + "13:7": "", + "18:0": "000019", + "18:1": "機材基金", + "18:2": "49", + "18:3": "185", + "18:4": "144", + "18:5": "90", + "18:6": "EUR", + "18:7": "再確認待ち", + "19:0": "000020", + "19:1": "機材基金", + "19:2": "200", + "19:3": "200", + "19:4": "321", + "19:5": "79", + "19:6": "EUR", + "19:7": "到着時に確認済み", + "27:0": "000028", + "27:1": "作業場会計", + "27:2": "59", + "27:3": "104", + "27:4": "91", + "27:5": "72", + "27:6": "EUR", + "27:7": "到着時に確認済み" + }, + "clean": { + "0:0": "000001", + "0:1": "機材基金", + "0:2": "19", + "0:3": "79", + "0:4": "4", + "0:5": "94", + "0:6": "EUR", + "0:7": "到着時に確認済み", + "1:0": "000002", + "1:1": "作業場会計", + "1:2": "174", + "1:3": "32", + "1:4": "118", + "1:5": "88", + "1:6": "EUR", + "1:7": "参照情報を保持：UTF-8 / v2.1", + "4:0": "000005", + "4:1": "作業場会計", + "4:2": "124", + "4:3": "135", + "4:4": "76", + "4:5": "183", + "4:6": "EUR", + "4:7": "到着時に確認済み", + "5:0": "000006", + "5:1": "機材基金", + "5:2": "64", + "5:3": "15", + "5:4": "14", + "5:5": "65", + "5:6": "EUR", + "5:7": "再確認待ち", + "6:0": "000007", + "6:1": "作業場会計", + "6:2": "179", + "6:3": "165", + "6:4": "292", + "6:5": "52", + "6:6": "EUR", + "6:7": "再確認待ち", + "7:0": "000008", + "7:1": "作業場会計", + "7:2": "110", + "7:3": "125", + "7:4": "28", + "7:5": "207", + "7:6": "EUR", + "7:7": "", + "8:0": "000009", + "8:1": "機材基金", + "8:2": "190", + "8:3": "184", + "8:4": "180", + "8:5": "194", + "8:6": "EUR", + "8:7": "参照情報を保持：UTF-8 / v2.1", + "13:0": "000014", + "13:1": "図書費配分", + "13:2": "46", + "13:3": "180", + "13:4": "24", + "13:5": "202", + "13:6": "EUR", + "13:7": "", + "18:0": "000019", + "18:1": "機材基金", + "18:2": "49", + "18:3": "185", + "18:4": "144", + "18:5": "90", + "18:6": "EUR", + "18:7": "再確認待ち", + "19:0": "000020", + "19:1": "機材基金", + "19:2": "200", + "19:3": "200", + "19:4": "321", + "19:5": "79", + "19:6": "EUR", + "19:7": "到着時に確認済み", + "27:0": "000028", + "27:1": "作業場会計", + "27:2": "59", + "27:3": "104", + "27:4": "91", + "27:5": "72", + "27:6": "EUR", + "27:7": "到着時に確認済み" + }, + "proposals": [ + { + "row": 6, + "column": 3, + "category": "format.unit", + "start": 3, + "end": 5, + "replacement": "", + "status": "applied" + }, + { + "row": 6, + "column": 4, + "category": "schema.type", + "start": 3, + "end": 4, + "replacement": "", + "status": "applied" + }, + { + "row": 7, + "column": 7, + "category": "missing.required", + "start": 0, + "end": 0, + "replacement": "再確認待ち", + "status": "applied" + }, + { + "row": 13, + "column": 1, + "category": "text.spelling", + 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"hard_negative:text.invisible" + ], + "negative": { + "categories": [ + "text.invisible" + ], + "subtype": "explicit_hard_negative", + "evidence": "Nonbreaking space in the registered display name is intentional.", + "witnesses": [ + { + "row": 15, + "category": "text.invisible", + "reason": "Nonbreaking space in the registered display name is intentional." + } + ] + }, + "gold": [], + "original": { + "0:0": "RC-000000", + "0:1": "00000100", + "0:2": "Fragment tkaniny", + "0:3": "2026-01-01", + "0:4": "true", + "0:5": "A", + "0:6": "2026-01-01", + "0:7": "2026-01-01", + "0:8": "0", + "0:9": "oczekujące", + "0:10": "", + "0:11": "2", + "0:12": "luma", + "0:13": "", + "1:0": "RC-000001", + "1:1": "00000101", + "1:2": "Naczynie gliniane", + "1:3": "04/01/2026", + "1:4": "0", + "1:5": "B", + "1:6": "2026-01-04", + "1:7": "2026-01-05", + "1:8": "1", + "1:9": "zatwierdzone", + "1:10": "AP-000001", + "1:11": "3", + "1:12": "LUMA", + "1:13": " \"Przed przeniesieniem Naczynie gliniane sprawdzić 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index 0000000000000000000000000000000000000000..3562ca8e6503937b17a7732e3faac0c261f8e443 --- /dev/null +++ b/evaluation/test/case_415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7.json @@ -0,0 +1,319 @@ +{ + "id": "415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7", + "language": [ + "pl" + ], + "family": "synthetic_public_administration_permits_v1", + "compound": false, + "roles": [ + "positive:format.date" + ], + "negative": {}, + "gold": [ + [ + 19, + 2, + "format.date" + ] + ], + "original": { + "0:0": "000001", + "0:1": "Wydarzenie lokalne", + "0:2": "2024-06-12", + "0:3": "2024-06-13", + "0:4": "1", + "0:5": "Zamknięte", + "0:6": "REF-000001", + "0:7": "", + "1:0": "000002", + "1:1": "Stoisko targowe", + "1:2": "2025-12-08", + "1:3": "2026-02-26", + "1:4": "80", + "1:5": "Zamknięte", + "1:6": "REF-000002", + "1:7": "Skorzystać z wejścia północnego\nNajpierw zgłosić się do recepcji", + "5:0": "000006", + "5:1": "Dostęp do ogrodu", + "5:2": 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b/evaluation/test/case_42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174.json new file mode 100644 index 0000000000000000000000000000000000000000..f34114a9361429917dc21d3ff770424d096ae87b --- /dev/null +++ b/evaluation/test/case_42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174.json @@ -0,0 +1,425 @@ +{ + "id": "42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174", + "language": [ + "de" + ], + "family": "authored-enrichment-v1/repair_stock", + "compound": false, + "roles": [ + "hard_negative:format.number" + ], + "negative": { + "categories": [ + "format.number" + ], + "subtype": "explicit_hard_negative", + "evidence": "Grouped comma-decimal valuation is one of two explicitly accepted equivalent representations.", + "witnesses": [ + { + "row": 36, + "category": "format.number", + "reason": "Grouped comma-decimal valuation is one of two explicitly accepted equivalent representations." + } + ] + }, + "gold": [], + "original": { + "0:0": 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+ "40:10": "luma", + "40:11": "", + "46:0": "RC-000046", + "46:1": "00000146", + "46:2": "Ockermischung", + "46:3": "0.125", + "46:4": "kg", + "46:5": "125", + "46:6": "g", + "46:7": "2375", + "46:8": "2500", + "46:9": "LT-000246", + "46:10": "Luma 東京", + "46:11": "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang." + }, + "clean": { + "0:0": "RC-000000", + "0:1": "00000100", + "0:2": "Indigomischung", + "0:3": "0.125", + "0:4": "kg", + "0:5": "125", + "0:6": "g", + "0:7": "2375", + "0:8": "2500", + "0:9": "LT-000200", + "0:10": "luma", + "0:11": "", + "1:0": "RC-000001", + "1:1": "00000101", + "1:2": "Ockermischung", + "1:3": "1000", + "1:4": "g", + "1:5": "1", + "1:6": "kg", + "1:7": "19000", + "1:8": "20000", + "1:9": "LT-000201", + "1:10": "LUMA", + "1:11": " \"Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 2 bearbeitet diesen Vorgang.\"\n2 ", + "2:0": "RC-000002", + "2:1": "00000102", + "2:2": 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"5000", + "10:9": "LT-000210", + "10:10": "Luma 東京", + "10:11": "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 4 bearbeitet diesen Vorgang.", + "34:0": "RC-000034", + "34:1": "00000134", + "34:2": "Ockermischung", + "34:3": "1.125", + "34:4": "kg", + "34:5": "1125", + "34:6": "g", + "34:7": "21375", + "34:8": "22500", + "34:9": "LT-000234", + "34:10": "Luma 東京", + "34:11": "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 7 bearbeitet diesen Vorgang.", + "40:0": "RC-000040", + "40:1": "00000140", + "40:2": "Ockermischung", + "40:3": "0.625", + "40:4": "kg", + "40:5": "625", + "40:6": "g", + "40:7": "11875", + "40:8": "12500", + "40:9": "LT-000240", + "40:10": "luma", + "40:11": "", + "46:0": "RC-000046", + "46:1": "00000146", + "46:2": "Ockermischung", + "46:3": "0.125", + "46:4": "kg", + "46:5": "125", + "46:6": "g", + "46:7": "2375", + "46:8": "2500", + "46:9": "LT-000246", + "46:10": "Luma 東京", + "46:11": "Vor dem Transport von Ockermischung die beigefügte Karte prüfen; Station 5 bearbeitet diesen Vorgang." + }, + "proposals": [ + { + "row": 2, + "column": 6, + "category": "schema.category", + "start": 1, + "end": 2, + "replacement": "", + "status": "applied" + }, + { + "row": 2, + "column": 10, + "category": "text.encoding", + "start": 4, + "end": 11, + "replacement": " 東京", + "status": "applied" + }, + { + "row": 3, + "column": 5, + "category": "format.number", + "start": 1, + "end": 2, + "replacement": ".", + "status": "no_op" + } + ], + "seconds": 2.956750199000453 +} diff --git a/evaluation/test/case_47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e.json b/evaluation/test/case_47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e.json new file mode 100644 index 0000000000000000000000000000000000000000..43cdd7c6288198bd43585c0d10dbad46db7265d8 --- /dev/null +++ b/evaluation/test/case_47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e.json @@ -0,0 +1,397 @@ +{ + "id": "47256473f1211a06714df6ace7e0d856d17fed3bd4d71f4af522296043382d0e", + "language": [ + "ja" + ], + "family": "authored-enrichment-v1/repair_stock", + "compound": false, + "roles": [ + "hard_negative:format.whitespace" + ], + "negative": { + "categories": [ + "format.whitespace" + ], + "subtype": "explicit_hard_negative", + "evidence": "Leading/trailing spaces in the note are intentional under preserve policy.", + "witnesses": [ + { + "row": 5, + "category": "format.whitespace", + "reason": "Leading/trailing spaces in the note are intentional under preserve policy." + } + ] + }, + "gold": [], + "original": { + "0:0": "RC-000000", + "0:1": "00000100", + "0:2": "鋼製蝶番", + "0:3": "1 000,50", + "0:4": "A", + "0:5": "2", + "0:6": "1.25", + "0:7": "2.50", + "0:8": "A", + "0:9": "luma", + "0:10": "", + "1:0": "RC-000001", + "1:1": "00000101", + "1:2": "綿ベルト", + "1:3": "1000.50", + "1:4": "B", + "1:5": "3", + "1:6": "1.38", + "1:7": "4.14", + "1:8": "B", + "1:9": "LUMA", + "1:10": " \"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。\"\n2 ", + "3:0": "RC-000003", + "3:1": "00000103", + "3:2": "鋼製蝶番", + "3:3": "1000.50", + "3:4": "A", + "3:5": "5", + "3:6": "1.64", + "3:7": "8.20", + "3:8": "A", + "3:9": "Luma Atelier", + "3:10": "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。", + "4:0": "RC-000004", + "4:1": "00000104", + "4:2": "綿ベルト", + "4:3": "1 000,50", + "4:4": "B", + "4:5": "6", + "4:6": "1.77", + "4:7": "10.62", + "4:8": "B", + "4:9": "luma", + "4:10": "", + "5:0": "RC-000005", + "5:1": "00000105", + "5:2": "ゴム脚", + "5:3": "1000.50", + "5:4": "C", + "5:5": "7", + "5:6": "1.9", + "5:7": "13.3", + "5:8": "C", + "5:9": "LUMA", + "5:10": " \"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。\"\n6 ", + "6:0": "RC-000006", + "6:1": "00000106", + "6:2": "鋼製蝶番", + "6:3": "1 000,50", + "6:4": "A", + "6:5": "8", + "6:6": "2.03", + "6:7": "16.24", + "6:8": "A", + "6:9": "Luma 東京", + "6:10": "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。", + "7:0": "RC-000007", + "7:1": "00000107", + "7:2": "綿ベルト", + "7:3": "1000.50", + "7:4": "B", + "7:5": "9", + "7:6": "2.16", + "7:7": "19.44", + "7:8": "B", + "7:9": "Luma Atelier", + "7:10": "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。", + "21:0": "RC-000021", + "21:1": "00000121", + "21:2": "鋼製蝶番", + "21:3": "1000.50", + "21:4": "A", + "21:5": "12", + "21:6": "3.98", + "21:7": "47.76", + "21:8": "A", + "21:9": "LUMA", + "21:10": " \"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。\"\n22 ", + "29:0": "RC-000029", + "29:1": "00000129", + "29:2": "ゴム脚", + "29:3": "1000.50", + "29:4": "C", + "29:5": "9", + "29:6": "5.02", + "29:7": "45.18", + "29:8": "C", + "29:9": "LUMA", + "29:10": " \"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。\"\n30 ", + "30:0": "RC-000030", + "30:1": "00000130", + "30:2": "鋼製蝶番", + "30:3": "1 000,50", + "30:4": "A", + "30:5": "10", + "30:6": "5.15", + "30:7": "51.50", + "30:8": "A", + "30:9": "Luma 東京", + "30:10": "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3です。", + "54:0": "RC-000054", + "54:1": "00000154", + "54:2": "鋼製蝶番", + "54:3": "1 000,50", + "54:4": "A", + "54:5": "12", + "54:6": "8.27", + "54:7": "99.24", + "54:8": "A", + "54:9": "Luma 東京", + "54:10": "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6です。" + }, + "final": { + "0:0": "RC-000000", + "0:1": "00000100", + "0:2": "鋼製蝶番", + "0:3": "1 000,50", + "0:4": "A", + "0:5": "2", + "0:6": "1.25", + "0:7": "2.50", + "0:8": "A", + "0:9": "luma", + "0:10": "", + "1:0": "RC-000001", + "1:1": "00000101", + "1:2": "綿ベルト", + "1:3": "1000.50", + "1:4": "B", + "1:5": "3", + "1:6": "1.38", + "1:7": "4.14", + "1:8": "B", + "1:9": "LUMA", + "1:10": " \"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。\"\n2 ", + "3:0": "RC-000003", + "3:1": "00000103", + "3:2": "鋼製蝶番", + "3:3": "1000.50", + "3:4": "A", + "3:5": "5", + "3:6": "1.64", + "3:7": "8.20", + "3:8": "A", + "3:9": "Luma Atelier", + "3:10": "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。", + "4:0": "RC-000004", + "4:1": "00000104", + "4:2": "綿ベルト", + "4:3": "1 000,50", + "4:4": "B", + "4:5": "6", + "4:6": "1.77", + "4:7": "10.62", + "4:8": "B", + "4:9": "luma", + "4:10": "", + "5:0": "RC-000005", + "5:1": "00000105", + "5:2": "ゴム脚", + "5:3": "1000.50", + "5:4": "C", + "5:5": "7", + "5:6": "1.9", + "5:7": "13.3", + "5:8": "C", + "5:9": "LUMA", + "5:10": " \"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。\"\n6 ", + "6:0": "RC-000006", + "6:1": "00000106", + "6:2": "鋼製蝶番", + "6:3": "1 000,50", + "6:4": "A", + "6:5": "8", + "6:6": "2.03", + "6:7": "16.24", + "6:8": "A", + "6:9": "Luma 東京", + "6:10": "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。", + "7:0": "RC-000007", + "7:1": "00000107", + "7:2": "綿ベルト", + "7:3": "1000.50", + "7:4": "B", + "7:5": "9", + "7:6": "2.16", + "7:7": "19.44", + "7:8": "B", + "7:9": "Luma Atelier", + "7:10": "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。", + "21:0": "RC-000021", + "21:1": "00000121", + "21:2": "鋼製蝶番", + "21:3": "1000.50", + "21:4": "A", + "21:5": "12", + "21:6": "3.98", + "21:7": "47.76", + "21:8": "A", + "21:9": "LUMA", + "21:10": " \"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。\"\n22 ", + "29:0": "RC-000029", + "29:1": "00000129", + "29:2": "ゴム脚", + "29:3": "1000.50", + "29:4": "C", + "29:5": "9", + "29:6": "5.02", + "29:7": "45.18", + "29:8": "C", + "29:9": "LUMA", + "29:10": " \"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。\"\n30 ", + "30:0": "RC-000030", + "30:1": "00000130", + "30:2": "鋼製蝶番", + "30:3": "1 000,50", + "30:4": "A", + "30:5": "10", + "30:6": "5.15", + "30:7": "51.50", + "30:8": "A", + "30:9": "Luma 東京", + "30:10": "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3です。", + "54:0": "RC-000054", + "54:1": "00000154", + "54:2": "鋼製蝶番", + "54:3": "1 000,50", + "54:4": "A", + "54:5": "12", + "54:6": "8.27", + "54:7": "99.24", + "54:8": "A", + "54:9": "Luma 東京", + "54:10": "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6です。" + }, + "clean": { + "0:0": "RC-000000", + "0:1": "00000100", + "0:2": "鋼製蝶番", + "0:3": "1 000,50", + "0:4": "A", + "0:5": "2", + "0:6": "1.25", + "0:7": "2.50", + "0:8": "A", + "0:9": "luma", + "0:10": "", + "1:0": "RC-000001", + "1:1": "00000101", + "1:2": "綿ベルト", + "1:3": "1000.50", + "1:4": "B", + "1:5": "3", + "1:6": "1.38", + "1:7": 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the attached card before moving Textile fragment; station 7 handles this record.", + "34:0": "RC-000034", + "34:1": "00000134", + "34:2": "Clay vessel", + "34:3": "2026-04-13", + "34:4": "true", + "34:5": "C", + "34:6": "2026-04-13", + "34:7": "2026-04-21", + "34:8": "8", + "34:9": "approved", + "34:10": "AP-000034", + "34:11": "3", + "34:12": "Luma 東京", + "34:13": "Check the attached card before moving Clay vessel; station 7 handles this record.", + "40:0": "RC-000040", + "40:1": "00000140", + "40:2": "Clay vessel", + "40:3": "2026-05-01", + "40:4": "true", + "40:5": "A", + "40:6": "2026-05-01", + "40:7": "2026-05-01", + "40:8": "0", + "40:9": "approved", + "40:10": "AP-000040", + "40:11": "9", + "40:12": "luma", + "40:13": "", + "46:0": "RC-000046", + "46:1": "00000146", + "46:2": "Clay vessel", + "46:3": "2026-05-19", + "46:4": "true", + "46:5": "C", + "46:6": "2026-05-19", + "46:7": "2026-05-26", + "46:8": "7", + "46:9": "approved", + "46:10": "AP-000046", + "46:11": "4", + 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"追加の対応は不要" + }, + "proposals": [ + { + "row": 10, + "column": 6, + "category": "missing.required", + "start": 0, + "end": 0, + "status": "overlap_rejected" + }, + { + "row": 10, + "column": 6, + "category": "missing.conditional", + "start": 0, + "end": 0, + "status": "overlap_rejected" + } + ], + "seconds": 1.1037704170003053 +} diff --git a/evaluation/test/case_a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd.json b/evaluation/test/case_a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd.json new file mode 100644 index 0000000000000000000000000000000000000000..81446526ceaf9e723268c335bd5181aaa53b9b9c --- /dev/null +++ b/evaluation/test/case_a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd.json @@ -0,0 +1,456 @@ +{ + "id": "a5fb4ba42af578df38f103f0d7f7584caf5390d195915472fe340cf085da66fd", + "language": [ + "de" + ], + "family": "authored-enrichment-v1/parcel_dispatch", + "compound": false, + "roles": [ + "hard_negative:format.unit" + ], + 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"Textiles", + "8:3": "60", + "8:4": "153", + "8:5": "212", + "8:6": "1", + "8:7": "Label marked \"priority\", keep visible", + "9:0": "000010", + "9:1": "Refill bottle", + "9:2": "", + "9:3": "33", + "9:4": "119", + "9:5": "75", + "9:6": "77", + "9:7": "Use the north entrance\nContact reception first", + "10:0": "000011", + "10:1": "Linen bag", + "10:2": "Textiles", + "10:3": "1", + "10:4": "193", + "10:5": "147", + "10:6": "47", + "10:7": "Use the north entrance\nContact reception first", + "11:0": "000012", + "11:1": "Refill bottle", + "11:2": "Household goods", + "11:3": "60", + "11:4": "178", + "11:5": "96", + "11:6": "142", + "11:7": "", + "12:0": "000013", + "12:1": "Refill bottle", + "12:2": "Household goods", + "12:3": "86", + "12:4": "164", + "12:5": "83", + "12:6": "167", + "12:7": "Awaiting a second inspection", + "15:0": "000016", + "15:1": "Ceramic cup", + "15:2": "Household goods", + "15:3": "123", + "15:4": "4", + "15:5": "26", + "15:6": "101", + "15:7": "Checked on arrival", + "20:0": "000021", + "20:1": "Refill bottle", + "20:2": "Household goods", + "20:3": "53", + "20:4": "59", + "20:5": "97", + "20:6": "15", + "20:7": "No additional handling required", + "29:0": "000030", + "29:1": "Linen bag", + "29:2": "Textiles", + "29:3": "87", + "29:4": "94", + "29:5": "71", + "29:6": "110", + "29:7": "Checked on arrival" + }, + "final": { + "0:0": "000001", + "0:1": "Ceramic cup", + "0:2": "Household goods", + "0:3": "179", + "0:4": "58", + "0:5": "38", + "0:6": "199", + "0:7": "Awaiting a second inspection", + "1:0": "000002", + "1:1": "Ceramic cup", + "1:2": "Household goods", + "1:3": "79", + "1:4": "146", + "1:5": "213", + "1:6": "12", + "1:7": "Awaiting a second inspection", + "7:0": "000008", + "7:1": "Ceramic cup", + "7:2": "Household goods", + "7:3": "151", + "7:4": "115", + "7:5": "53", + "7:6": "213", + "7:7": "No additional handling required", + "8:0": "000009", + "8:1": "Linen bag", + "8:2": "Textiles", + "8:3": "60", + "8:4": "153", + "8:5": "212", + "8:6": "1", + "8:7": "Label marked \"priority\", keep visible", + "9:0": "000010", + "9:1": "Refill bottle", + "9:2": "", + "9:3": "33", + "9:4": "119", + "9:5": "75", + "9:6": "77", + "9:7": "Use the north entrance\nContact reception first", + "10:0": "000011", + "10:1": "Linen bag", + "10:2": "Textiles", + "10:3": "1", + "10:4": "193", + "10:5": "147", + "10:6": "47", + "10:7": "Use the north entrance\nContact reception first", + "11:0": "000012", + "11:1": "Refill bottle", + "11:2": "Household goods", + "11:3": "60", + "11:4": "178", + "11:5": "96", + "11:6": "142", + "11:7": "", + "12:0": "000013", + "12:1": "Refill bottle", + "12:2": "Household goods", + "12:3": "86", + "12:4": "164", + "12:5": "83", + "12:6": "167", + "12:7": "Awaiting a second inspection", + "15:0": "000016", + "15:1": "Ceramic cup", + "15:2": "Household goods", + "15:3": "123", + "15:4": "4", + "15:5": "26", + "15:6": "101", + "15:7": "Checked on arrival", + "20:0": "000021", + "20:1": "Refill bottle", + "20:2": "Household goods", + "20:3": "53", + "20:4": "59", + "20:5": "97", + "20:6": "15", + "20:7": "No additional handling required", + "29:0": "000030", + "29:1": "Linen bag", + "29:2": "Textiles", + "29:3": "87", + "29:4": "94", + "29:5": "71", + "29:6": "110", + "29:7": "Checked on arrival" + }, + "clean": { + "0:0": "000001", + "0:1": "Ceramic cup", + "0:2": "Household goods", + "0:3": "179", + "0:4": "58", + "0:5": "38", + "0:6": "199", + "0:7": "Awaiting a second inspection", + "1:0": "000002", + "1:1": "Ceramic cup", + "1:2": "Household goods", + "1:3": "79", + "1:4": "146", + "1:5": "213", + "1:6": "12", + "1:7": "Awaiting a second inspection", + "7:0": "000008", + "7:1": "Ceramic cup", + "7:2": "Household goods", + "7:3": "151", + "7:4": "115", + "7:5": "53", + "7:6": "213", + "7:7": "No additional handling required", + "8:0": "000009", + "8:1": "Linen bag", + "8:2": "Textiles", + "8:3": "60", + "8:4": "153", + "8:5": "212", + "8:6": "1", + "8:7": "Label marked \"priority\", keep visible", + "9:0": "000010", + "9:1": "Refill bottle", + "9:2": "Household goods", + "9:3": "33", + "9:4": "119", + "9:5": "75", + "9:6": "77", + "9:7": "Use the north entrance\nContact reception first", + "10:0": "000011", + "10:1": "Linen bag", + "10:2": "Textiles", + "10:3": "1", + "10:4": "193", + "10:5": "147", + "10:6": "47", + "10:7": "Use the north entrance\nContact reception first", + "11:0": "000012", + "11:1": "Refill bottle", + "11:2": "Household goods", + "11:3": "60", + "11:4": "178", + "11:5": "96", + "11:6": "142", + "11:7": "", + "12:0": "000013", + "12:1": "Refill bottle", + "12:2": "Household goods", + "12:3": "86", + "12:4": "164", + "12:5": "83", + "12:6": "167", + "12:7": "Awaiting a second inspection", + "15:0": "000016", + "15:1": "Ceramic cup", + "15:2": "Household goods", + "15:3": "123", + "15:4": "4", + "15:5": "26", + "15:6": "101", + "15:7": "Checked on arrival", + "20:0": "000021", + "20:1": "Refill bottle", + "20:2": "Household goods", + "20:3": "53", + "20:4": "59", + "20:5": "97", + "20:6": "15", + "20:7": "No additional handling required", + "29:0": "000030", + "29:1": "Linen bag", + "29:2": "Textiles", + "29:3": "87", + "29:4": "94", + "29:5": "71", + "29:6": "110", + "29:7": "Checked on arrival" + }, + "proposals": [ + { + "row": 9, + "column": 2, + "category": "missing.required", + "start": 0, + "end": 0, + "status": "overlap_rejected" + }, + { + "row": 9, + "column": 2, + "category": "missing.conditional", + "start": 0, + "end": 0, + "status": "overlap_rejected" + }, + { + "row": 11, + "column": 7, + "category": "missing.required", + "start": 0, + "end": 0, + "status": "overlap_rejected" + }, + { + "row": 11, + "column": 7, + "category": "missing.conditional", + "start": 0, + "end": 0, + "status": "overlap_rejected" + } + ], + "seconds": 1.200112196000191 +} diff --git a/evaluation/test/provenance.json b/evaluation/test/provenance.json new file mode 100644 index 0000000000000000000000000000000000000000..fcc25acc40c64e3ef780eabc6090db3644369a25 --- /dev/null +++ b/evaluation/test/provenance.json @@ -0,0 +1,14 @@ +{ + "model_revision": "044567585e7943aab9252339cfe7bb1c2c44509b", + "dataset_revision": "7da5aa80bc2a68a375930f3bd3ed2f7fdda0152f", + "split": "test", + "precision": "CUDA BF16", + "job_id": "6aafeec752d0dbd7f1d745a8", + "threshold": 0.9, + "cases": 55, + "source_sha256": "9ba5d301f00c9187f313c1108c9f3764d820a7eb0efd1af1e5c1396355cd4e8f", + "inference_seconds": 186.81384389400228, + "training_updates": 0, + "test_tuning": false, + "gpu_cost_cap_usd": 0.45 +} diff --git a/evaluation/test/review.html b/evaluation/test/review.html new file mode 100644 index 0000000000000000000000000000000000000000..85a1674df5fb6261f1c3143fcb841b0db8a4ab8e --- /dev/null +++ b/evaluation/test/review.html @@ -0,0 +1,10 @@ +TabFix category evaluation + +

End-to-end results by error category

Test diagnostic — 55 tables, 14 source families, 7 languages. GPU BF16; threshold 0.9; selected checkpoint 800.

Detection precision: 35/161 (21.7%); recall: 35/46 (76.1%). Hard-negative tables harmed: 11/18. Small stratified sample; not production accuracy.

Full findings and limitations · Raw category metrics

+

55 / 55 cases completed. Frozen checkpoint · no gold locations supplied.

23 / 45 faulty cells repaired; 55 / 6193 valid cells harmed.

+

Counts are cell/category pairs. “Unmatched” means the predicted category was not annotated on that cell; it does not automatically mean an originally valid cell was damaged. “Valid cells harmed” measures actual changes to previously correct cells. Small category denominators are diagnostic, not reliable accuracy estimates.

+
CategoryGold cellsDetectedExactly repairedProposed cellsUnmatched proposalsValid cells harmed
text.encoding221200
text.invisible220200
text.spelling221242210
format.number22212100
format.date220302828
format.boolean222310
format.case222200
format.whitespace333300
format.unit333300
schema.type222200
schema.identifier221200
schema.category777700
consistency.unit20015151
consistency.dependency300000
consistency.temporal200444
missing.required220312912
missing.conditional22019170
structure.shift400000
+

Every faulty or changed cell

RecordLanguageCellInputModel outputReference
00179669a63111e736586cccbcd6588f3d54ff7c49a67ffb9720f1a3bc7a4f11['fr']32:32.251.252.25
0a034e5c80b37ff52a4374db60437743b58d540fafffd8860225c34f4c558a1c['pl']40:30,625 h0.6250.625
11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe['fr']1:304/01/20262026-01-02-0266604/01/2026
11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe['fr']17:2Panneau sculptéPanneau sculpté dePanneau sculpté
11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe['fr']17:321/02/202621/02/202602621/02/2026
11c0221cd3cfa0daa1e68d820026c0a2b76a932215a3e2bb43855ed9b0b468fe['fr']27:323/03/202623/03/202602623/03/2026
186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935['nl']1:304/01/202604/05/2026604/01/2026
186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935['nl']43:310/05/20262026-04-132610/05/2026
186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935['nl']51:303/06/20260106/20262603/06/2026
186ce4323cdadbcf2d4993dac321e297250d07f2c228c2896c0c7d9d060bf935['nl']51:10AP-0000
2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353['ja']6:3165 h165165
2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353['ja']6:4292x292292
2075d5f5a6a4ccf1843282f9d1a92f011d8682938be7346738c504d0923e3353['ja']7:7再確認待ち</cell>
21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e['pl']1:304/01/20260-/02/20262604/01/2026
21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e['pl']21:305/03/202605/02/20262605/03/2026
21ad4f83d9ffea1518a6a498f186f6a924179c96d4c8b33dc432806a37327c5e['pl']55:315/06/202615/06-14/202615/06/2026
22e00e06d09d2bd02a565d0592ad8f4afe8169489bc73daa5d46d39cdade28ec['nl']30:31001,001001,001000,00
275a9dadfc0c43c0dd1c1fa953a3daceac2481609dcc76a055704b7b0127fcae['fr']15:5293x293293
299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d['fr']9:2rt-000002RT-000002RT-000002
299a18168469d268a9f9aca770f04d1410bc17c9bbb077b4eb95badec901239d['fr']9:7kg?kgkg
29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458['en']27:8No additional handling required</cell
29ad166c145fdd6e01081a106d4c89e98689f71428440a7d2026d6eb49e7e458['en']28:8No additional handling required</l
29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd['fr']23:5D?DD
29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd['fr']23:10AP-000023
29cfbb086ac6b31ed80453411061fe7c1afb03697fc75b1b577df0eabc46dfdd['fr']51:303/06/202603/06/2026/202603/06/2026
2ec9fe1f256063b86d958b20a9b1c1e811b3096630a38672b31e17811f9f9717['pl']24:0rc-000024RC-000024RC-000024
3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf['ja']19:1麻のバッグ麻のバッグ麻のバッグ
3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf['ja']21:1木製トレー木製トレーン木製トレー
3612fb29d718dff78200f14d51e1a860bf3146f0539ece31761207733bc2f8cf['ja']30:7到着時に確認済み</la>
415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7['pl']0:7Sprawdzono przy odbior
415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7['pl']5:32025-07-122025-07-22-122025-07-12
415bbfbbc5a065d100a535b95d0d4f259fae060cefc532466d412eddfc7e03c7['pl']19:204/12/20242024-09-262024-12-04
42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174['de']35:2GummifußGummifußsGummifuß
42ae0423efc79bfa2e7e92255c5e94c337c52b95167243cc3497785b15214174['de']38:2GummifußGummifußsGummifuß
433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7['de']2:6g?gg
433d9c8af5be2277d006883eb58ce528d287c3fe0431becad819f8997484eee7['de']2:10Luma 東京Luma 東京Luma 東京
5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b['fr']4:0 RC-000004RC-000004RC-000004
5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b['fr']4:4TRUEtruetrue
5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b['fr']16:13Vérifier la fiche jo
5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b['fr']21:305/03/202605/01/20262605/03/2026
5036ba02f02df9baf2542b0114cf0000fd80e8a9958351cf1b50fca0c70ce42b['fr']45:316/05/202616/05/2602616/05/2026
5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2['de']1:2TongefäßTongefäß,Tongefäß
5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2['de']28:10 AP-000028AP-000028AP-000028
5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2['de']29:329/03/202629/03/202602629/03/2026
5928e2790fc6276004825d19abd24c5230269307e8be597ce5cebc34de1553b2['de']33:310/04/202610/04/1002610/04/2026
617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93['nl']1:277
617c64c47791f492d292e1f15fb5ed3138a59debe8fbb96a601161abe916ce93['nl']2:6Wacht op een tweede controle
6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599['de']11:2GummifußGummifußsGummifuß
6a8776324da9c9e9197bb19fe34cbcd4c499c7da785654a238e1081314249599['de']50:2GummifuGummifussGummifuß
6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7['en']1:304/01/20262026-01-00/0026604/01/2026
6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7['en']5:316/01/20262026-01-16616/01/2026
6eceda5dd8bccade58555a35ade25610195f33ba3b54df76c348edfd512c5ab7['en']27:323/03/202623/03/202602623/03/2026
7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0['de']1:304/01/202601/06/20262604/01/2026
7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0['de']27:323/03/202623/03/202602623/03/2026
7264aa617c2f6a9abb0463459973e38ba98b12a4589ff77da50876b5fd353be0['de']49:328/05/202628/05/202602628/05/2026
83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f['pl']5:000006000006000006
83aafa579b76e84cf5cb7a44ab4e9724eb1a233cf5f07462bf27a673b495779f['pl']5:329 h2929
83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7['pl']1:304/01/20260604/01/2026
83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7['pl']16:1310;16
83c6c6000a283cbefb1f55a550d45900dfe1edb8eda981ad8ce47bb9b513c3c7['pl']45:316/05/202616/02/2026616/05/2026
85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1['en']23:0 RC-000023RC-000023RC-000023
85789b30d3fd26084a8927ad3a2195916b57c5fd8951d704b22be3da24bfa0d1['en']23:4C?CC
87e885905fc3606c63cd48369a6a570be6aa2198cf9927b667ceda60401e2e78['pl']19:1K​onto warsztatuK sprawę sprawę sprawęonto warsztatuKonto warsztatu
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95e9fdf26fc178038d17705c13b1e33edcdd0074c14db6fb67518bfe22725cab['pl']7:322/01/202622/01/2026-02622/01/2026
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