Multi-page Table Extraction on PubTables Full Documents multi-page tables v2 (test)
93.65GriTS TopGemini 3.1 Pro
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gemini 3.1 ProProcessing Context=Full document2026.06 | 93.65 | 93.09 | 48.54 | 20.25 | 90.48 | 89.05 | |
| Claude Opus 4.6Processing Context=Full document2026.06 | 91.16 | 90.79 | 57.99 | 24.52 | 89.14 | 87.98 | |
| GPT-5.4Processing Context=Full document2026.06 | 88.65 | 88.47 | 50.38 | 16.36 | 85.63 | 83.41 | |
| POTATR + mergingProcessing Context=Pages processed individually + cross-page merging, Merging Strategy=ViT-B-16 table continuation classifier [21]2026.06 | 85.07 | 82.69 | 42.34 | 21.76 | 80.58 | 78.24 | |
| dots.ocr + mergingProcessing Context=Pages processed individually + cross-page merging, Merging Strategy=ViT-B-16 table continuation classifier [21]2026.06 | 77.72 | 74.95 | 50.59 | 11.8 | 80.22 | 77.31 | |
| POTATRProcessing Context=Pages processed individually2026.06 | 69.73 | 67.1 | 32.85 | 20.38 | 63.53 | 61.28 | |
| dots.ocrProcessing Context=Pages processed individually2026.06 | 60.54 | 57.68 | 39.58 | 11.8 | 61.79 | 58.76 |