Category Discovery on Stanford Cars New classes
68.9AccuracyµGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 68.9 | |
| SimGCDPre-training=DINOv22023.11 | 66.6 | |
| GCDPre-training=DINOv22023.11 | 64.7 | |
| µGCDPre-training=DINO2023.11 | 50.9 | |
| SimGCDPre-training=DINO2023.11 | 45 | |
| PromptCALPre-training=DINO2023.11 | 40.6 | |
| OpenConPre-training=DINO2023.11 | 32.7 | |
| k-meansPre-training=DINOv22023.11 | 31.8 | |
| XConPre-training=DINO2023.11 | 31.7 | |
| MIBPre-training=DINO2023.11 | 31.6 | |
| GCDPre-training=DINO2023.11 | 29.9 | |
| UNO+Pre-training=DINO2023.11 | 18.6 | |
| k-meansPre-training=DINO2023.11 | 13.8 | |
| RankStats+Pre-training=DINO2023.11 | 12.1 | |
| ORCAPre-training=DINO2023.11 | 10.7 |