Category Discovery on FGVC-Aircraft New classes
65.1AccuracyµGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 65.1 | |
| SimGCDPre-training=DINOv22023.11 | 60.9 | |
| GCDPre-training=DINOv22023.11 | 59.2 | |
| µGCDPre-training=DINO2023.11 | 53 | |
| PromptCALPre-training=DINO2023.11 | 52.3 | |
| SimGCDPre-training=DINO2023.11 | 51.8 | |
| XConPre-training=DINO2023.11 | 49.4 | |
| GCDPre-training=DINO2023.11 | 46.9 | |
| UNO+Pre-training=DINO2023.11 | 32.2 | |
| RankStats+Pre-training=DINO2023.11 | 22.2 | |
| k-meansPre-training=DINOv22023.11 | 19.9 | |
| ORCAPre-training=DINO2023.11 | 17.1 | |
| k-meansPre-training=DINO2023.11 | 16.8 |