| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMLongBench-Doc | Overall Accuracy65.8 | 77 | 1mo ago | ||
| LongDocURL | HIEVI-RAG | Overall Acc65.7 | 28 | 18d ago | |
| MMLongBench | HIEVI-RAG | Accuracy48.2 | 26 | 18d ago | |
| DocBench | AutothinkRAG | Accuracy (Academia)80.16 | 17 | 4mo ago | |
| FetaTab | HIEVI-RAG | Accuracy72.9 | 17 | 18d ago | |
| MMLongBench (test) | MMGraphRAG | Chart Acc.34.7 | 12 | 4mo ago | |
| PaperTab | Ours | Accuracy39 | 12 | 3mo ago | |
| DocBench (test) | BayesRAG | Accuracy (Academic)52.4 | 6 | 4mo ago | |
| PaperText | Ours | Accuracy56.7 | 5 | 4mo ago |
