Multimodal Long-document Understanding on MMLongBench-Doc 1.0 (test)
46.7Reports Score
BayesRAG
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.01 | 46.7 | 42.6 | 41.8 | 53.6 | 32.7 | 34.8 | 41.6 | 46.4 | 37 | 39.4 | 31.1 | 38.6 | 41.2 | 48.6 | 38.8 | 44.1 | |
2026.01 | 45.3 | 40.6 | 39.5 | 46 | 32 | 34.6 | 37.3 | 43.5 | 36.4 | 39.6 | 30.5 | 33.3 | 39.2 | 42.7 | 37.1 | 41.5 | |
2026.03 | 44.86 | - | - | 52.2 | - | 52.26 | - | 52.34 | - | 51 | - | 62.19 | - | 56.14 | - | 51.29 | |
2026.03 | 43.15 | - | - | 48.55 | - | 43.21 | - | 52.25 | - | 46 | - | 53.08 | - | 50.42 | - | 47.21 | |
2026.03 | 42.8 | - | - | 44.12 | - | 43.21 | - | 52.34 | - | 46 | - | 50.61 | - | 50.42 | - | 46.09 | |
2026.03 | 41.43 | - | - | 49.27 | - | 43.43 | - | 52.25 | - | 41 | - | 54.32 | - | 48.72 | - | 45.55 | |
2026.03 | 41.09 | - | - | 41.3 | - | 44.22 | - | 45.16 | - | 40 | - | 54.32 | - | 52.13 | - | 44.36 | |
2026.03 | 40.41 | - | - | 47.82 | - | 42.42 | - | 50.96 | - | 42 | - | 51.85 | - | 46.15 | - | 44.86 | |
2026.01 | 38.9 | 36.8 | 31.5 | 35.2 | 27.8 | 29.9 | 30.6 | 35.2 | 33.4 | 36.6 | 28.7 | 30.8 | 31.2 | 34.1 | 32 | 34.9 | |
2026.01 | 36.7 | 29.8 | 29 | 38.2 | 16.8 | 24 | 24 | 32.4 | 29.5 | 34.6 | 41.3 | 50.6 | 38.3 | 41 | 28.2 | 35.2 | |
2026.01 | 36.1 | 29.8 | 33.3 | 39.5 | 16.5 | 21 | 27.6 | 32 | 19.6 | 24.7 | 21.8 | 25.9 | 35.3 | 36.7 | 26.5 | 31.4 | |
2026.01 | 30 | 27.9 | 19.4 | 20.8 | 21.5 | 24 | 19.8 | 23.7 | 19.8 | 23.7 | 19.7 | 24.6 | 11.1 | 11.1 | 21.3 | 23.8 |