Table Structure Recognition on FinTabNet
99.2S-TEDSInstructTable
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InstructTableParam=69M, TME-generated data=true2026.04 | 99.2 | 98.68 | |
| InstructTable†Param=69M, TME-generated data=false2026.04 | 99.03 | 98.57 | |
| UniTableParam=382M2026.04 | 98.89 | — | |
| MTL-TabNetParam=76M2026.04 | 98.79 | — | |
| TABLETParam=-2026.04 | 98.71 | 98.54 | |
| TABLETFamily=Split-and-Merge2026.04 | 98.71 | 98.54 | |
| TableSeqFamily=Img-to-Seq2026.04 | 98.69 | 97.45 | |
| VASTParam=-2026.04 | 98.63 | 98.21 | |
| GridFormerParam=-2026.04 | 98.63 | — | |
| VASTFamily=Img-to-Seq2026.04 | 98.63 | 98.21 | |
| TSRFormerFamily=Split-and-Merge2026.04 | 98.4 | — | |
| TableMasterParam=68M2026.04 | 98.32 | 97.19 | |
| SPRINTParam=80M2026.04 | 98.03 | — | |
| MinerU2.5Param=1.2B2026.04 | 97.61 | 95.97 | |
| TableFormerParam=-2026.04 | 96.8 | — | |
| TableFormerFamily=Img-to-Seq2026.04 | 96.8 | — | |
| DeepSeek-OCR*Param=3B2026.04 | 96.48 | 95.43 | |
| TabPediaParam=7B2026.04 | 95.41 | — | |
| TabPediaInput Size=2,5602024.06 | 95.11 | — | |
| PaddleOCR-VL*Param=0.9B2026.04 | 95.03 | 93.12 | |
| Gemini 2.5 Pro*Param=-2026.04 | 94.4 | 87.46 | |
| OmniParser V2Param=-2026.04 | 93.2 | 90.5 | |
| Claude 3.7 Sonnet*Param=-2026.04 | 92.93 | 81.98 | |
| Qwen3-VL-235B-A22B*Param=235B2026.04 | 92.26 | 88.36 | |
| OmniParserInput Size=1,0242024.06 | 91.55 | — | |
| OmniparserFamily=Img-to-Seq2026.04 | 91.55 | 89.75 | |
| GTEFamily=Bottom-Up2026.04 | 91 | — | |
| GPT-4.1*Param=-2026.04 | 90.75 | 84.64 | |
| EDDInput Size=5122024.06 | 90.6 | — | |
| EDDParam=-2026.04 | 90.6 | — | |
| EDDFamily=Img-to-Seq2026.04 | 90.6 | — | |
| OmniParserParam=-2026.04 | 90.45 | 88.83 | |
| InternVL3-78B*Param=78B2026.04 | 90.07 | 76.44 | |
| MonkeyOCR*Param=3B2026.04 | 89.56 | 81.4 | |
| GPT-4o*Param=-2026.04 | 89.02 | 81.3 | |
| dots.ocrParam=1.7B2026.04 | 87.86 | 84.12 | |
| Qwen2.5-VL-72B*Param=72B2026.04 | 87.75 | 79.86 | |
| Seed1.6*Param=230B2026.04 | 85.31 | 71.74 | |
| Seed1.5-VL*Param=20B2026.04 | 84.46 | 68.14 | |
| DonutInput Size=1,2802024.06 | 30.66 | — | |
| TableFormer+OTSLParam=-2026.04 | — | 95.9 |