Category Discovery on CUB-200 New classes 2011
73.1AccuracyµGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 73.1 | |
| GCDPre-training=DINOv22023.11 | 72.3 | |
| k-meansPre-training=DINOv22023.11 | 71.1 | |
| SimGCDPre-training=DINOv22023.11 | 68.3 | |
| µGCDPre-training=DINO2023.11 | 64.6 | |
| PromptCALPre-training=DINO2023.11 | 62.1 | |
| SimGCDPre-training=DINO2023.11 | 57.7 | |
| MIBPre-training=DINO2023.11 | 56.2 | |
| OpenConPre-training=DINO2023.11 | 54.7 | |
| XConPre-training=DINO2023.11 | 51 | |
| GCDPre-training=DINO2023.11 | 48.7 | |
| k-meansPre-training=DINO2023.11 | 32.1 | |
| ORCAPre-training=DINO2023.11 | 30.2 | |
| UNO+Pre-training=DINO2023.11 | 28.1 | |
| RankStats+Pre-training=DINO2023.11 | 24.2 |