Category Discovery on Semantic Shift Benchmark Average All
72.1AccuracyµGCD
Evaluation results
| Method | Links | |
|---|---|---|
| µGCDPre-training=DINOv22023.11 | 72.1 | |
| SimGCDPre-training=DINOv22023.11 | 69 | |
| GCDPre-training=DINOv22023.11 | 64.3 | |
| µGCDPre-training=DINO2023.11 | 58.7 | |
| SimGCDPre-training=DINO2023.11 | 56.1 | |
| PromptCALPre-training=DINO2023.11 | 55.1 | |
| XConPre-training=DINO2023.11 | 46.8 | |
| GCDPre-training=DINO2023.11 | 45.1 | |
| k-meansPre-training=DINOv22023.11 | 38.6 | |
| UNO+Pre-training=DINO2023.11 | 37 | |
| RankStats+Pre-training=DINO2023.11 | 29.5 | |
| ORCAPre-training=DINO2023.11 | 26.9 | |
| k-meansPre-training=DINO2023.11 | 21.1 |