Table Structure Recognition on BCDSTab
84.75S-TEDSInstructTable
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| InstructTableParam=69M, TME-generated data=true2026.04 | 84.75 | 75.45 | |
| InstructTable†Param=69M, TME-generated data=false2026.04 | 83.39 | 72.88 | |
| MinerU2.5Param=1.2B2026.04 | 82.72 | 74.07 | |
| Qwen3-VL-235B-A22B*Param=235B2026.04 | 81.41 | 72.31 | |
| Gemini 2.5 Pro*Param=-2026.04 | 79.51 | 70.07 | |
| Seed1.6*Param=230B2026.04 | 78.97 | 62.55 | |
| Qwen2.5-VL-72B*Param=72B2026.04 | 78.88 | 68.36 | |
| dots.ocrParam=1.7B2026.04 | 78.43 | 71.28 | |
| PaddleOCR-VL*Param=0.9B2026.04 | 78.08 | 72.71 | |
| UniTableParam=382M2026.04 | 76.22 | 60.94 | |
| MonkeyOCR*Param=3B2026.04 | 76.16 | 67.9 | |
| GPT-4.1*Param=-2026.04 | 74.88 | 56.75 | |
| Claude 3.7 Sonnet*Param=-2026.04 | 70.27 | 62.05 | |
| Seed1.5-VL*Param=20B2026.04 | 70.07 | 62.03 | |
| InternVL3-78B*Param=78B2026.04 | 69.68 | 46.51 | |
| DeepSeek-OCR*Param=3B2026.04 | 62.98 | 48.72 | |
| GPT-4o*Param=-2026.04 | 62.7 | 47.17 | |
| TableMasterParam=68M2026.04 | 59.17 | 37.63 |