Out-of-Distribution Detection on Skin40 (test)
76.75AccuracyGalLop
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GalLopVLM-based=false, Backbone=ViT-B/162025.08 | 76.75 | 86.83 | 69.08 | |
| HVLVLM-based=true, Backbone=ViT-B/162025.08 | 72.82 | 74.45 | 73.33 | |
| NPOSVLM-based=false, Backbone=ViT-B/162025.08 | 71.32 | 81.7 | 71.85 | |
| CoPRVLM-based=false, Backbone=ViT-B/162025.08 | 68.08 | 85.33 | 69.72 | |
| ViMVLM-based=false, Backbone=ViT-B/162025.08 | 68.08 | 77.24 | 70.67 | |
| GENVLM-based=false, Backbone=ViT-B/162025.08 | 68.08 | 86.38 | 63.65 | |
| LSNVLM-based=true, Backbone=ViT-B/162025.08 | 65.15 | 84.05 | 67.18 | |
| SCTVLM-based=true, Backbone=ViT-B/162025.08 | 64.33 | 89.74 | 63.12 | |
| LoCoOpVLM-based=true, Backbone=ViT-B/162025.08 | 63.3 | 85.03 | 68.03 |