Category Discovery on FGVC-Aircraft Old classes
69.9AccuracySimGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| SimGCDPre-training=DINOv22023.11 | 69.9 | |
| µGCDPre-training=DINOv22023.11 | 68.7 | |
| SimGCDPre-training=DINO2023.11 | 59.1 | |
| UNO+Pre-training=DINO2023.11 | 56.4 | |
| µGCDPre-training=DINO2023.11 | 55.4 | |
| PromptCALPre-training=DINO2023.11 | 52.2 | |
| GCDPre-training=DINOv22023.11 | 47.9 | |
| XConPre-training=DINO2023.11 | 44.4 | |
| GCDPre-training=DINO2023.11 | 41.1 | |
| RankStats+Pre-training=DINO2023.11 | 36.4 | |
| ORCAPre-training=DINO2023.11 | 31.8 | |
| k-meansPre-training=DINOv22023.11 | 16.9 | |
| k-meansPre-training=DINO2023.11 | 14.4 |