Multimodal Instruction Following on CoIN
77.84SciQA Score
ϕ-DPO
Updated 18d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 77.84 | 95.61 | 54.55 | 60.74 | 59.17 | 64.32 | 69.99 | 68.69 | 68.86 | 74.94 | |
2026.02 | 73.2 | 69.28 | 50.76 | 59.18 | 56.92 | 61.33 | 67.12 | 64.76 | 62.82 | 64.7 | |
2026.02 | 72.56 | 62.84 | 48.43 | 58.97 | 57.66 | 59.14 | 63.21 | 63.31 | 60.77 | 62.6 | |
2026.02 | 70.21 | 23.31 | 44.21 | 43.76 | 56.25 | 58.46 | 62.32 | 64.11 | 52.83 | 53.96 | |
2026.02 | 69.79 | 9.93 | 45.5 | 58.47 | 57.75 | 60.77 | 66.5 | 64.93 | - | - | |
2026.02 | 62.02 | 37.21 | 43.32 | 33.22 | 52.05 | 53.12 | 57.92 | 65.75 | 50.58 | 55.24 | |
2026.02 | 60.71 | 30.58 | 41.49 | 36.01 | 52.8 | 47.07 | 53.43 | 65.12 | 48.4 | 53.22 | |
2026.02 | 59.75 | 31.88 | 42.26 | 34.96 | 51.06 | 51.84 | 55.3 | 64.55 | 48.95 | 53.3 | |
2026.02 | 57.43 | 28.9 | 41.88 | 30.05 | 51.39 | 50.76 | 53.28 | 64.78 | 47.31 | 52.86 |