Multimodal Evaluation on LLaVA Evaluation Suite 7B v1.5 (test)
61.9GQA
Vanilla
Updated 5d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 61.9 | 69.5 | 58.2 | 85.9 | 1,862 | 78.5 | 64.7 | 58.3 | 100 | |
2026.05 | 60.9 | 69.1 | 58 | 86.3 | 1,825 | 77.9 | 63.9 | 57.5 | 99.1 | |
2026.05 | 60.6 | 69.5 | 57.8 | 86.6 | 1,818 | 77.9 | 63.5 | - | 99 | |
2026.05 | 60.3 | 68.5 | 57.3 | 86.7 | 1,820 | 77.3 | 63.8 | 56.8 | 98.5 | |
2026.05 | 59.3 | 69 | 56.1 | 86.7 | 1,718 | 76 | 62 | 54.8 | 96.4 | |
2026.05 | 59.3 | 69 | 57.4 | 86.2 | 1,801 | 77.2 | 63.2 | 56.9 | 98.1 | |
2026.05 | 59.1 | 69.1 | 56.3 | 86.2 | 1,780 | 75.5 | 62.9 | 56.2 | 97.2 | |
2026.05 | 58.9 | 68.3 | 57 | 83.7 | 1,823 | 76.6 | 62.6 | - | 97.3 | |
2026.05 | 58.9 | 68.3 | 56.6 | 86.8 | 1,750 | 76 | 62.6 | 55.7 | 96.9 | |
2026.05 | 58.8 | 68.5 | 54.7 | 86.5 | 1,749 | 75.3 | 62.1 | - | 96.3 | |
2026.05 | 58.8 | 70 | 55.8 | 82.7 | 1,760 | 75.6 | 60.4 | - | 96 | |
2026.05 | 58.2 | 69.1 | 57 | 84.6 | 1,794 | 75.8 | 62.7 | 57.3 | 97.2 | |
2026.05 | 58.2 | 69.1 | 54 | 83.1 | - | 75 | 61.8 | 55.8 | 95.7 | |
2026.05 | 57.9 | 69.1 | 56.3 | 80.4 | 1,721 | 74.7 | 60.7 | 57.3 | 95.4 | |
2026.05 | 57.8 | 68.2 | 54.7 | 85.6 | 1,674 | 74.1 | 59.3 | 52.3 | 93.9 | |
2026.05 | 57.6 | 68.9 | 56.8 | 83.2 | 1,762 | 75.6 | 62 | 56.7 | 96.3 | |
2026.05 | 57.2 | 68.2 | 56.1 | 84.5 | 1,672 | 74 | 60.8 | 55.5 | 94.8 | |
2026.05 | 57.1 | 67.8 | 54.2 | 83.8 | 1,733 | 73.7 | 58.8 | - | 94 | |
2026.05 | 57 | 68.8 | 56 | 80.9 | 1,756 | 74.2 | 61.5 | - | 95.1 | |
2026.05 | 56 | 67.1 | 54.9 | 80.5 | 1,696 | 73.8 | 60 | 51.1 | 92.6 | |
2026.05 | 55.4 | 69.1 | 55.8 | 80.4 | 1,689 | 72.7 | 61.3 | 55.1 | 93.9 | |
2026.05 | 55.4 | 69.5 | 52 | 75.7 | - | 71.3 | 59.6 | 52.1 | 91.3 | |
2026.05 | 55.1 | 69 | 55.5 | 77 | 1,690 | 72.4 | 60.1 | 55.4 | 93 | |
2026.05 | 54.9 | 68.6 | 52.9 | 81.5 | 1,611 | 71.2 | 57.6 | 49.1 | 90.5 | |
2026.05 | 54.7 | 69.3 | 54.7 | 73.9 | 1,705 | 71.3 | 59.5 | 54 | 91.9 | |
2026.05 | 52.9 | 69.3 | 52.2 | 69.1 | 1,615 | 67.1 | 58.5 | 50 | 88 | |
2026.05 | 52.9 | 67.9 | 49.2 | 66.7 | - | 65.6 | 55.1 | 45.9 | 84.7 | |
2026.05 | 52.7 | 62.2 | 51.8 | 75.1 | 1,505 | 68.2 | 56.2 | 46.1 | 85.6 | |
2026.05 | 52.2 | 69.2 | 53.9 | 72.7 | 1,567 | 67.7 | 58.4 | 52.7 | 89 | |
2026.05 | 51.8 | 68.8 | 53.1 | 68.7 | 1,536 | 67.1 | 57.7 | 50.3 | 87.2 | |
2026.05 | 49.6 | 60.2 | 50.6 | 59.6 | 1,490 | 61.8 | 56.1 | 51.4 | 82.1 | |
2026.05 | 48.3 | 57.3 | 46.1 | 67.9 | 1,290 | 58.6 | 51.4 | 40.6 | 76.5 | |
2026.05 | 46.1 | 51.1 | 47.8 | 48 | 1,256 | 55 | 48 | 42.7 | 71.4 | |
2026.05 | 41.5 | 42.6 | 42.5 | 32.5 | 1,090 | 43.4 | 37.8 | 33.2 | 58.5 |