Out-of-Distribution Detection on ISIC-4 (test)
90.32AccuracyCoPR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoPRVLM-based=false, Backbone=ViT-B/162025.08 | 90.32 | 68.78 | 81.89 | |
| ViMVLM-based=false, Backbone=ViT-B/162025.08 | 90.32 | 65.13 | 84.22 | |
| GENVLM-based=false, Backbone=ViT-B/162025.08 | 90.32 | 63.71 | 82.18 | |
| HVLVLM-based=true, Backbone=ViT-B/162025.08 | 88.43 | 56.12 | 85.75 | |
| GalLopVLM-based=false, Backbone=ViT-B/162025.08 | 85.15 | 72.95 | 78.35 | |
| NPOSVLM-based=false, Backbone=ViT-B/162025.08 | 85.03 | 65.45 | 80.94 | |
| SCTVLM-based=true, Backbone=ViT-B/162025.08 | 83.1 | 67.9 | 81.21 | |
| LoCoOpVLM-based=true, Backbone=ViT-B/162025.08 | 82.4 | 69.04 | 83.21 | |
| LSNVLM-based=true, Backbone=ViT-B/162025.08 | 80.85 | 67.44 | 80.03 |