Table Structure Detection on MMTab In-domain
64.2Row ScoreQwen3-VL-32B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen3-VL-32BAlignment=DISCO (10K)2026.02 | 64.2 | 93.5 | |
| Qwen3-VL-32BAlignment=Textual (10K)2026.02 | 49.6 | 89.8 | |
| Qwen3-VL-8BAlignment=DISCO w/o TL (10K)2026.02 | 44.3 | 77.6 | |
| Qwen3-VL-8BAlignment=DISCO (10K)2026.02 | 42.9 | 75.9 | |
| Qwen3-VL-32BAlignment=None2026.02 | 42 | 86.8 | |
| Qwen3-VL-8BAlignment=Textual (10K)2026.02 | 41 | 79.6 | |
| Qwen3-VL-8BAlignment=None2026.02 | 40.8 | 75.2 | |
| Qwen3-VL-8BAlignment=Textual-All (97K)2026.02 | 37.7 | 75.8 | |
| Qwen3-VL-4BAlignment=Textual (10K)2026.02 | 36.6 | 73.5 | |
| Table-LLaVA 13BAlignment=Textual (97K)2026.02 | 34.4 | 27.6 | |
| Table-LLaVA 7BAlignment=Textual (97K)2026.02 | 33.1 | 33.2 | |
| Qwen3-VL-4BAlignment=None2026.02 | 28.7 | 68.9 | |
| Qwen3-VL-4BAlignment=DISCO (10K)2026.02 | 21.7 | 84.4 | |
| Gemma3n-E4BAlignment=DISCO (10K)2026.02 | 11.4 | 20.2 | |
| Gemma3n-E4BAlignment=DISCO w/o TL (10K)2026.02 | 9.9 | 20.2 | |
| Gemma3n-E4BAlignment=Textual (10K)2026.02 | 9.5 | 19.7 | |
| Gemma3n-E4BAlignment=None2026.02 | 5.5 | 15 | |
| TableLlama+OracleAlignment=None2026.02 | 5.3 | 4.4 | |
| TableLlama+OCRAlignment=None2026.02 | 3.9 | 3.7 |