Continual Generalized Category Discovery on CIFAR100 (test)
42.19Metric F ScoreFRoST
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FRoSTBackbone=DINO ViT-B/162026.02 | 42.19 | 45.34 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GMBackbone=DINO ViT-B/16, Memory=Sampled features2026.02 | 35.62 | 45.62 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MetaGCDBackbone=DINO ViT-B/162026.02 | 32.35 | 37.76 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| HappyBackbone=DINO ViT-B/162026.02 | 29.4 | 51.36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GOALBackbone=DINO ViT-B/162026.02 | 11.82 | 53.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GOALBackbone=DINO ViT-B/16, lambda_A=0.7, lambda_rep=0.352026.02 | — | — | 90.6 | 87.22 | 84.5 | 83.2 | 77.66 | 75.55 | 73.72 | 70.07 | 68.04 | 66.48 | 63.06 | 74.95 | 82.63 | 62.62 | 11.86 | |
| HappyBackbone=DINO ViT-B/162026.02 | — | — | 90.36 | 85.62 | 81.88 | 79.82 | 74.01 | 71.81 | 68.46 | 64.05 | 62.14 | 61.38 | 57.81 | 70.7 | 71.89 | 52.34 | 31 | |
| MetaGCDBackbone=DINO ViT-B/162026.02 | — | — | 90.82 | 81.07 | 76.55 | 74.26 | 67.64 | 64.45 | 61.58 | 59.13 | 60.13 | 56.91 | 56.51 | 65.82 | 68.49 | 31.82 | 32.81 |