Continual Category Discovery on TinyImageNet
73.02cACC (All)PromptCCD++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptCCD++Backbone=DINOv22024.07 | 73.02 | 80.15 | 70.54 | |
| PromptCCDBackbone=DINOv22024.07 | 68.2 | 75.56 | 65.23 | |
| HappyBackbone=DINOv22024.07 | 67.28 | 78.8 | 63.47 | |
| PromptCCDBackbone=DINO2024.07 | 61.84 | 66.54 | 60.26 | |
| GCDBackbone=DINOv22024.07 | 59.05 | 77.44 | 53.41 | |
| HappyBackbone=DINO2024.07 | 58.63 | 65.71 | 55.99 | |
| GCD w/replayBackbone=DINO2024.07 | 56.33 | 67.54 | 52.6 | |
| MetaGCDBackbone=DINOv22024.07 | 56.15 | 74.69 | 49.37 | |
| MetaGCDBackbone=DINO2024.07 | 55.26 | 66.12 | 50.79 | |
| GCDBackbone=DINO2024.07 | 55.2 | 65.87 | 51.61 | |
| ORCABackbone=DINO2024.07 | 54.71 | 63.13 | 51.93 | |
| Grow & MergeBackbone=DINO2024.07 | 52.14 | 59.68 | 49.96 | |
| PA-CGCDBackbone=DINOv22024.07 | 52.1 | 68.07 | 46.32 | |
| PA-CGCDBackbone=DINO2024.07 | 51.13 | 74.95 | 43.52 | |
| SimGCD w/replayBackbone=DINO2024.07 | 37.45 | 58.15 | 30.36 | |
| SimGCDBackbone=DINO2024.07 | 33.4 | 29.11 | 34.74 |