Category Discovery on CUB-200 All classes 2011
74AccuracyµGCD
Evaluation Results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 74 | |
| GCDPre-training=DINOv22023.11 | 71.9 | |
| SimGCDPre-training=DINOv22023.11 | 71.5 | |
| k-meansPre-training=DINOv22023.11 | 67.6 | |
| µGCDPre-training=DINO2023.11 | 65.7 | |
| PromptCALPre-training=DINO2023.11 | 62.9 | |
| MIBPre-training=DINO2023.11 | 62.7 | |
| SimGCDPre-training=DINO2023.11 | 60.3 | |
| OpenConPre-training=DINO2023.11 | 54.7 | |
| XConPre-training=DINO2023.11 | 52.1 | |
| GCDPre-training=DINO2023.11 | 51.3 | |
| ORCAPre-training=DINO2023.11 | 35.3 | |
| UNO+Pre-training=DINO2023.11 | 35.1 | |
| k-meansPre-training=DINO2023.11 | 34.3 | |
| RankStats+Pre-training=DINO2023.11 | 33.3 |