Visual Reasoning on MMStar
69Accuracy
GazeVLM (Ours)
Updated 2d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2026.05 | 69 | - | - | |
2026.03 | 68.2 | - | - | |
2026.05 | 67.3 | - | - | |
2026.05 | 67.1 | - | - | |
| 66.4 | - | - | ||
2025.11 | 65.3 | 121 | - | |
2026.05 | 65.07 | - | 1.34 | |
2025.11 | 65 | 175 | - | |
2025.11 | 64.9 | 231 | - | |
2025.11 | 64.1 | 246 | - | |
2025.11 | 63.9 | 155 | - | |
2026.03 | 63.9 | - | - | |
2026.05 | 63.73 | - | - | |
2025.11 | 63.3 | 200 | - | |
2026.03 | 61.5 | - | - | |
2026.05 | 61.4 | - | - | |
2026.05 | 61 | - | - | |
2026.03 | 60.9 | - | - | |
2026.03 | 60.7 | - | - | |
2026.05 | 60.67 | - | 0.6 | |
2026.05 | 60.07 | - | - | |
2025.11 | 60 | 221 | - | |
2026.03 | 59.9 | - | - | |
2026.05 | 59.27 | - | - | |
2026.03 | 58.6 | - | - | |
2026.05 | 58.3 | - | - | |
2026.05 | 57.9 | - | - | |
2025.11 | 57.6 | 464 | - | |
2026.03 | 57.5 | - | - | |
2026.03 | 57.4 | - | - | |
2026.03 | 57.3 | - | - | |
2026.03 | 57 | - | - | |
2026.03 | 56.2 | - | - | |
2026.03 | 55.9 | - | - | |
2026.05 | 54.22 | - | - | |
| 52.6 | - | - | ||
2026.03 | 51.8 | - | - | |
2026.05 | 51.65 | - | - | |
2026.03 | 43.1 | - | - | |
2026.03 | 39.7 | - | - | |
2026.03 | 37.1 | - | - | |
2025.04 | 36.63 | - | - | |
2025.04 | 36.13 | - | - | |
2025.04 | 35.96 | - | - | |
2025.04 | 35.11 | - | - | |
2025.04 | 34.33 | - | - | |
2025.04 | 34.18 | - | - | |
2025.04 | 34.13 | - | - | |
2025.04 | 33.82 | - | - | |
2025.04 | 33.67 | - | - | |
2025.04 | 33.47 | - | - |