OOD Detection on ImageNet100 (ID) vs Places (OOD) (test)
8.58FPR@95DynProto
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DynProtoBackbone=CLIP-B/162026.04 | 8.58 | 98.01 | |
| CSPBackbone=CLIP-B/162026.04 | 12.83 | 97.23 | |
| LoCoOpBackbone=CLIP-B/162026.04 | 15.44 | 96.81 | |
| FABackbone=CLIP-B/162026.04 | 16.01 | 96.87 | |
| CoOpBackbone=CLIP-B/162026.04 | 17.66 | 96.44 | |
| NegLabelBackbone=CLIP-B/162026.04 | 20.69 | 96.02 | |
| AdaNDBackbone=CLIP-B/162026.04 | 31.65 | 91.79 | |
| MCMBackbone=CLIP-B/162026.04 | 32.21 | 94.78 |