| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMLongBench-Doc | Overall Accuracy65.8 | 44 | 3d ago | ||
| LongDocURL | Ours | Overall Acc60.7 | 21 | 1mo ago | |
| MMLongBench | Ours | Accuracy43.2 | 19 | 1mo ago | |
| DocBench | AutothinkRAG | Accuracy (Academia)80.16 | 17 | 1mo ago | |
| MMLongBench (test) | MMGraphRAG | Chart Acc.34.7 | 12 | 1mo ago | |
| FetaTab | Ours | Accuracy72.5 | 12 | 6d ago | |
| PaperTab | Ours | Accuracy39 | 12 | 6d ago | |
| DocBench (test) | BayesRAG | Accuracy (Academic)52.4 | 6 | 1mo ago | |
| PaperText | Ours | Accuracy56.7 | 5 | 1mo ago |
