Category Discovery on FGVC-Aircraft All classes
66.3AccuracyµGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 66.3 | |
| SimGCDPre-training=DINOv22023.11 | 63.9 | |
| GCDPre-training=DINOv22023.11 | 55.4 | |
| SimGCDPre-training=DINO2023.11 | 54.2 | |
| µGCDPre-training=DINO2023.11 | 53.8 | |
| PromptCALPre-training=DINO2023.11 | 52.2 | |
| XConPre-training=DINO2023.11 | 47.7 | |
| GCDPre-training=DINO2023.11 | 45 | |
| UNO+Pre-training=DINO2023.11 | 40.3 | |
| RankStats+Pre-training=DINO2023.11 | 26.9 | |
| ORCAPre-training=DINO2023.11 | 22 | |
| k-meansPre-training=DINOv22023.11 | 18.9 | |
| k-meansPre-training=DINO2023.11 | 16 |