Post-hoc novel data detection on CIFAR100 (test)
83.73AUROCCoOp + CLAP4CLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CoOp + CLAP4CLIPVariational Inference (VI)=true2024.03 | 83.73 | 80.97 | 62.68 | |
| CLAP4CLIPVariational Inference (VI)=false2024.03 | 82.29 | 78.88 | 68.83 | |
| CLAP4CLIPVariational Inference (VI)=true2024.03 | 82.21 | 79.54 | 68.72 | |
| CoOp + CLAP4CLIPVariational Inference (VI)=false2024.03 | 81.98 | 78.88 | 66.21 | |
| CoOp2024.03 | 80.15 | 77.62 | 66.8 | |
| Continual-CLIP2024.03 | 74.46 | 71.11 | 77.33 |