Uncertainty Estimation on VLM-are-biased
0.722Verb-UVerb-U
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Verb-UModel=Qwen2.5-VL2026.06 | 0.722 | — | — | — | — | — | |
| Verb-UModel=Gemma32026.06 | 0.6 | — | — | — | — | — | |
| A-EModel=Qwen2.5-VL2026.06 | — | 0.537 | — | — | — | — | |
| A-EModel=Gemma32026.06 | — | 0.694 | — | — | — | — | |
| C&UModel=Qwen2.5-VL2026.06 | — | — | — | 0.697 | — | — | |
| C&UModel=Gemma32026.06 | — | — | — | 0.737 | — | — | |
| SEModel=Qwen2.5-VL2026.06 | — | — | 0.728 | — | — | — | |
| SEModel=Gemma32026.06 | — | — | 0.7 | — | — | — | |
| VL-UModel=Qwen2.5-VL2026.06 | — | — | — | — | 0.783 | — | |
| VL-UModel=Gemma32026.06 | — | — | — | — | 0.758 | — | |
| VSEModel=Qwen2.5-VL2026.06 | — | — | — | — | — | 0.826 | |
| VSEModel=Gemma32026.06 | — | — | — | — | — | 0.776 |