Uncertainty Estimation on MMVet
78.1AUCVSE
Evaluation results
| Method | Links | |
|---|---|---|
| VSEModel=Qwen2.5-VL2026.06 | 78.1 | |
| VSEModel=Gemma32026.06 | 77.8 | |
| SNNEModel=Qwen2.5-VL2026.06 | 75.8 | |
| SNNEModel=Gemma32026.06 | 74 | |
| SEModel=Gemma32026.06 | 72.2 | |
| SCGModel=Qwen2.5-VL2026.06 | 71.8 | |
| SEModel=Qwen2.5-VL2026.06 | 71.6 | |
| VL-UModel=Gemma32026.06 | 69.3 | |
| A-EModel=Qwen2.5-VL2026.06 | 68.7 | |
| A-PModel=Qwen2.5-VL2026.06 | 67.8 | |
| VL-UModel=Qwen2.5-VL2026.06 | 65.9 | |
| C&UModel=Gemma32026.06 | 64.6 | |
| SCGModel=Gemma32026.06 | 62.5 | |
| A-EModel=Gemma32026.06 | 60.7 | |
| A-PModel=Gemma32026.06 | 60.1 | |
| Verb-UModel=Gemma32026.06 | 59.8 | |
| Verb-UModel=Qwen2.5-VL2026.06 | 59.5 | |
| C&UModel=Qwen2.5-VL2026.06 | 58.7 |