Continual Generalized Category Discovery on CIFAR-100 (All)
90.82Accuracy (Offline, All)
VanillaGCD
Updated 18d ago
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.07 | 90.82 | - | - | - | - | - | - | - | - | - | - | - | 72.32 | 78.5 | 41.4 | 67.04 | 72.5 | 34.3 | 57.99 | 62.26 | 28.1 | 56.6 | 59.55 | 33 | 51.36 | 53.7 | 30.3 | |
2026.07 | 90.82 | - | - | - | - | - | - | - | - | - | - | - | 76.12 | 83.6 | 38.7 | 69.4 | 72.82 | 48.9 | 61.95 | 65.76 | 35.3 | 58.22 | 61.21 | 34.3 | 55.78 | 58.47 | 31.6 | |
2026.07 | 90.64 | - | - | - | - | - | - | - | - | - | - | - | 83.22 | 83.56 | 81.5 | 76.33 | 85.26 | 54 | 70.55 | 79.74 | 55.23 | 64.99 | 81.94 | 43.8 | 61.28 | 62.7 | 48.5 | |
2026.07 | 90.36 | - | - | - | - | - | - | - | - | - | - | - | 73.37 | 86.44 | 8 | 62.56 | 72.43 | 3.3 | 54.17 | 61.61 | 2.1 | 47.62 | 53.37 | 1.6 | 43.53 | 47.86 | 4.6 | |
2026.07 | 90.36 | - | - | - | - | - | - | - | - | - | - | - | 76.87 | 79.58 | 63.3 | 65.31 | 68.88 | 43.9 | 58.01 | 61.09 | 36.5 | 49.27 | 50.9 | 36.2 | 48.03 | 48.17 | 46.8 | |
2026.07 | 90.36 | - | - | - | - | - | - | - | - | - | - | - | 76.58 | 79.8 | 60.5 | 71.1 | 74.52 | 50.6 | 63.51 | 68.16 | 31 | 59.74 | 62.51 | 37.6 | 54.11 | 54.74 | 48.4 | |
2026.07 | 90.36 | - | - | - | - | - | - | - | - | - | - | - | 80.4 | 85.26 | 56.1 | 74.13 | 78.27 | 49.3 | 68.23 | 70.86 | 49.8 | 62.26 | 63.75 | 50.3 | 59.99 | 60.96 | 51.3 | |
2026.07 | 66.16 | - | - | - | - | - | - | - | - | - | - | - | 40.27 | 41.76 | 32.8 | 37.14 | 38.33 | 30 | 36.2 | 37.63 | 26.2 | 36.66 | 38.3 | 23.5 | 35.69 | 36.79 | 25.8 | |
2026.07 | - | 85.2 | 81.63 | 77.94 | 74.57 | 69.16 | 66.25 | 62.34 | 59.72 | 54.49 | 52.89 | 68.42 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.07 | - | 85.6 | 83.35 | 80.51 | 75.24 | 71.17 | 68.23 | 63.73 | 61.03 | 59.51 | 54.87 | 70.32 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |