Generalized Category Discovery on Semantic Shift Benchmark (SSB)
76.1AverageFlipClass
Evaluation Results
| Method | Links | |
|---|---|---|
| FlipClassBackbone=DINOv22024.09 | 76.1 | |
| μGCDBackbone=DINOv22024.09 | 72.1 | |
| FlipClassBackbone=DINO2024.09 | 64.6 | |
| GCDBackbone=DINOv22024.09 | 64.3 | |
| SimGCDBackbone=DINOv22024.09 | 63 | |
| SPTNetBackbone=DINO2024.09 | 61.4 | |
| InfoSieveBackbone=DINO2024.09 | 60.5 | |
| CMSBackbone=DINO2024.09 | 60.4 | |
| μGCDBackbone=DINO2024.09 | 58.7 | |
| GCABackbone=DINO2024.09 | 58.4 | |
| AMENDBackbone=DINO2024.09 | 58 | |
| AdaptGCDBackbone=DINO2024.09 | 56.2 | |
| SimGCDBackbone=DINO2024.09 | 56.1 | |
| PCALBackbone=DINO2024.09 | 55.1 | |
| TIDABackbone=DINO2024.09 | 52.1 | |
| XConBackbone=DINO2024.09 | 46.8 | |
| GCDBackbone=DINO2024.09 | 45.1 |