AsyiraFitri commited on
Commit ·
e6d0ed4
1
Parent(s): 63b3a89
included the remaining embeddings that wasnt pushed previously
Browse files- tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Base.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Base_OCR.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Large.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Large_OCR.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_finetuned.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_hnm.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_patch14-384_clspatch.npy +3 -0
- tabacco3482_benchmarks/embeddings/test_labels.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Base.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Base_OCR.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Large.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Large_OCR.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_finetuned.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_hnm.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_patch14-384_clspatch.npy +3 -0
- tabacco3482_benchmarks/embeddings/train_labels.npy +3 -0
- tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md +1 -1
tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Base.npy
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tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Base_OCR.npy
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tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Large.npy
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tabacco3482_benchmarks/embeddings/test_emb_LayoutLMv3_Large_OCR.npy
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tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_finetuned.npy
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tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_hnm.npy
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tabacco3482_benchmarks/embeddings/test_emb_SigLIP2_SO400M_patch14-384_clspatch.npy
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tabacco3482_benchmarks/embeddings/test_labels.npy
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size 2916
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tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Base.npy
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tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Base_OCR.npy
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tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Large.npy
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tabacco3482_benchmarks/embeddings/train_emb_LayoutLMv3_Large_OCR.npy
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tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_finetuned.npy
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tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_hnm.npy
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tabacco3482_benchmarks/embeddings/train_emb_SigLIP2_SO400M_patch14-384_clspatch.npy
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tabacco3482_benchmarks/embeddings/train_labels.npy
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size 11268
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tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md
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@@ -180,7 +180,7 @@ Both Large OCR and Large OCR + center achieve 0% error on Resume. The two-column
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Comparing Base (40.03% kNN@1) with Large (61.84%) shows a 21.8 pp gain from scaling. But comparing Large (61.84%) with Large OCR (79.77%) shows a 17.9 pp gain just from enabling OCR text — comparable to the full Base→Large scale-up. For a text-rich dataset like Tobacco-3482, OCR integration is at least as valuable as model scale.
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### Bad Cases Visualisation
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→ [Bad Cases Top10 Visualisation](badcases/)
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---
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## 3. Recommendations
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Comparing Base (40.03% kNN@1) with Large (61.84%) shows a 21.8 pp gain from scaling. But comparing Large (61.84%) with Large OCR (79.77%) shows a 17.9 pp gain just from enabling OCR text — comparable to the full Base→Large scale-up. For a text-rich dataset like Tobacco-3482, OCR integration is at least as valuable as model scale.
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### Bad Cases Visualisation
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+
→ [ Large Bad Cases Top10 Visualisation](badcases/)
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---
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## 3. Recommendations
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