Generalized Category Discovery on CIFAR-10 (Clustering Accuracy)
98.5Clustering Accuracy (All)
SDBA + TextGCD
Updated 18d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.06 | 98.5 | 98.3 | 98.6 | - | - | |
2026.06 | 98.3 | 97.5 | 98.7 | - | - | |
2026.06 | 98.2 | 98 | 98.6 | - | - | |
2026.06 | 97.9 | 96.6 | 98.5 | - | - | |
2026.06 | 97.9 | 95.5 | 99 | - | - | |
2026.07 | 97.9 | 96.6 | 98.5 | - | - | |
2026.07 | 97.5 | 95.8 | 98.3 | - | - | |
2026.07 | 97.4 | 95.2 | 98.5 | - | - | |
2026.07 | 97.4 | 95.5 | 98.3 | - | - | |
2026.06 | 97.3 | 95.7 | 98.1 | - | - | |
2026.07 | 97.3 | 95.3 | 98.2 | - | - | |
2026.06 | 97.2 | 94.6 | 98.5 | - | - | |
2026.06 | 97.1 | 95.1 | 98.1 | - | - | |
2026.06 | 97.1 | 94.3 | 98.5 | - | - | |
2026.07 | 97.1 | 94.9 | 98.2 | - | - | |
2026.06 | 97 | 94.2 | 98.4 | - | - | |
2026.07 | 96.8 | 96.1 | 97.2 | - | - | |
2026.07 | 96.8 | 97.7 | 96.3 | - | - | |
2026.06 | 96.6 | 97.2 | 96.4 | - | - | |
2026.07 | 96.5 | 96.1 | 96.7 | - | - | |
2026.06 | 96.3 | 96.5 | 96.9 | - | - | |
2026.07 | 96.3 | 96.5 | 96.9 | - | - | |
2026.07 | 96.2 | 97 | 95.7 | - | - | |
2026.07 | 95.5 | 97.1 | 94.6 | - | - | |
2026.07 | 95.2 | 96.9 | 94.4 | - | - | |
2026.07 | 94.8 | 97.7 | 93.4 | - | - | |
2026.07 | 94.7 | 97.4 | 93.3 | - | - | |
2026.07 | 94.3 | - | - | 95.8 | 92.7 | |
2026.06 | 94 | 97.3 | 92.3 | - | - | |
2026.07 | 93.4 | - | - | 93.5 | 93.3 | |
2026.07 | 92.63 | - | - | 94.36 | 90.9 | |
2026.06 | 91.5 | 97.9 | 88.2 | - | - | |
2026.07 | 91.5 | 97.9 | 88.2 | - | - | |
2026.07 | 91.5 | - | - | 97.9 | 88.5 | |
2026.07 | 89.7 | - | - | 90.6 | 88.8 | |
2026.06 | 83.6 | 85.7 | 82.5 | - | - | |
2026.06 | 81.8 | 86.2 | 79.6 | - | - | |
2026.07 | 73.1 | - | - | 81.4 | 64.8 | |
2026.07 | 69.8 | - | - | 79.4 | 60.1 | |
2026.07 | 68.7 | - | - | 58.7 | 78.6 | |
2026.06 | 68.6 | 98.3 | 53.8 | - | - | |
2026.06 | 46.8 | 19.2 | 60.5 | - | - |