Category Discovery on CUB-200 Old classes 2011
0.781AccuracySimGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| SimGCDPre-training=DINOv22023.11 | 0.781 | |
| µGCDPre-training=DINOv22023.11 | 0.759 | |
| MIBPre-training=DINO2023.11 | 0.757 | |
| GCDPre-training=DINOv22023.11 | 0.712 | |
| µGCDPre-training=DINO2023.11 | 0.68 | |
| SimGCDPre-training=DINO2023.11 | 0.656 | |
| PromptCALPre-training=DINO2023.11 | 0.644 | |
| OpenConPre-training=DINO2023.11 | 0.638 | |
| k-meansPre-training=DINOv22023.11 | 0.606 | |
| GCDPre-training=DINO2023.11 | 0.566 | |
| XConPre-training=DINO2023.11 | 0.543 | |
| RankStats+Pre-training=DINO2023.11 | 0.516 | |
| UNO+Pre-training=DINO2023.11 | 0.49 | |
| ORCAPre-training=DINO2023.11 | 0.456 | |
| k-meansPre-training=DINO2023.11 | 0.389 |