Confidence Estimation on VSR (test)
67.4AUROCVision-based confidence estimation framework
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Vision-based confidence estimation frameworkVLM=BLIP-22026.01 | 67.4 | 76.9 | 26.1 | 61.9 | |
| Vision-based confidence estimation frameworkVLM=CLIP2026.01 | 58.3 | 60.7 | 70.4 | 54.5 | |
| Geometric OnlyVLM=CLIP2026.01 | 50.9 | 50.9 | 55.6 | 4.2 | |
| Khan et al.VLM=BLIP-22026.01 | 50.3 | 51.6 | 100 | 3.2 | |
| Khan et al.VLM=CLIP2026.01 | 50.2 | 50 | 1.8 | 12.2 | |
| Geometric OnlyVLM=BLIP-22026.01 | 49.3 | 48.4 | 90.8 | 27.6 |