Generalized Category Discovery on ImageNet 100
93.4All Accuracy
SpectralGCD
Updated 4d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.02 | 93.4 | 96.1 | 92 | - | - | |
2025.04 | 92.3 | 96.4 | 90.2 | - | - | |
2026.02 | 92.1 | 96 | 90.2 | - | - | |
2026.02 | 92.1 | 96 | 90.2 | - | - | |
2025.04 | 91.9 | 96.2 | 89.8 | - | - | |
2026.02 | 91.7 | 95.7 | 89.7 | - | - | |
2026.02 | 91.7 | 95.7 | 89.7 | - | - | |
2026.02 | 91.7 | 95.7 | 89.7 | - | - | |
2024.09 | 91 | 96.3 | 88.3 | 93.9 | - | |
2025.04 | 90.9 | 96.2 | 88.3 | - | - | |
2025.04 | 90.1 | 96.1 | 87.1 | - | - | |
2025.04 | 89.9 | 95.5 | 87.1 | - | - | |
2025.04 | 88.2 | 87.6 | 88.5 | - | - | |
2026.02 | 88 | 92.4 | 85.2 | - | - | |
2026.02 | 88 | 92.4 | 85.2 | - | - | |
2026.02 | 88 | 92.4 | 85.2 | - | - | |
2024.09 | 87.3 | 95.1 | 83.4 | 89.5 | - | |
| 87.1 | 93.9 | 83.7 | - | - | ||
2025.04 | 86.8 | 94.6 | 82.8 | - | - | |
2026.02 | 86.8 | 87.6 | 86.4 | - | - | |
2026.02 | 86.8 | 94.6 | 82.8 | - | - | |
2024.09 | 86.7 | 94.3 | 82.9 | 90.1 | - | |
2026.01 | 86.7 | 93.1 | 83.6 | - | - | |
2026.02 | 86.6 | 92.6 | 83.6 | - | - | |
2025.04 | 86.5 | 93.7 | 83 | - | - | |
2026.01 | 86.3 | 94.5 | 82.1 | - | - | |
2025.12 | 86.3 | 94.5 | 82.1 | - | - | |
2026.02 | 86.1 | 94.5 | 81.9 | - | - | |
2026.02 | 85.9 | 94.3 | 81.6 | - | - | |
2026.01 | 85.6 | 93.7 | 77.5 | - | - | |
2024.11 | 85.5 | 91.5 | 79.6 | - | - | |
2024.09 | 85.4 | 93.2 | 81.4 | 88 | - | |
2025.04 | 85.4 | 93.2 | 81.4 | - | - | |
2025.12 | 85.4 | 92.8 | 81.7 | - | - | |
2025.12 | 85.4 | 93.2 | 81.4 | - | - | |
2026.02 | 85.4 | 93.2 | 81.4 | - | - | |
2026.02 | 85.4 | 93.2 | 81.4 | - | - | |
2024.09 | 84.7 | 95.6 | 79.2 | - | - | |
2025.04 | 84.7 | 95.6 | 79.2 | - | - | |
2025.12 | 84.7 | 95.6 | 79.2 | - | - | |
2024.09 | 84.1 | 92.8 | 74.4 | 84.1 | - | |
2025.04 | 84 | 93.8 | 81.2 | - | - | |
2026.01 | 84 | 92.2 | 79.9 | - | - | |
2026.02 | 84 | 84.9 | 83.5 | - | - | |
2026.02 | 84 | 95.5 | 78.2 | - | - | |
2026.02 | 84 | 95.5 | 78.2 | - | - | |
2024.11 | 83.9 | 93.1 | 77.9 | - | - | |
2024.10 | 83.4 | 94 | - | - | 78 | |
2024.09 | 83.3 | 90.2 | 76.5 | 82.6 | - | |
2026.01 | 83.3 | 90.2 | 76.5 | - | - | |
2024.09 | 83.2 | 92.9 | 78.3 | 87 | - | |
2025.04 | 83.2 | 92.9 | 78.3 | - | - | |
2023.10 | 83.1 | 92.7 | 78.3 | - | - | |
2022.12 | 83.1 | 92.7 | 78.3 | - | - | |
2024.11 | 83.1 | 92.7 | 78.3 | - | - | |
2024.10 | 83.1 | 95.3 | - | - | 77 | |
2025.04 | 83.1 | 92.7 | 78.3 | - | - | |
2025.04 | 83.1 | 95.3 | 77 | - | - | |
2025.04 | 83.1 | 93.6 | 77.8 | - | - | |
2025.12 | 83.1 | 92.7 | 78.3 | - | - | |
2026.02 | 83.1 | 92.7 | 78.3 | - | - | |
2026.02 | 83.1 | 93.6 | 77.8 | - | - | |
2026.02 | 83.1 | 93.6 | 77.8 | - | - | |
2023.10 | 83 | 93.1 | 77.9 | - | - | |
2022.11 | 83 | 93.1 | 77.9 | - | - | |
2024.09 | 83 | 93.1 | 77.9 | 86.7 | - | |
2025.04 | 83 | 93.1 | 77.9 | - | - | |
2026.01 | 83 | 93.1 | 77.9 | - | - | |
2025.12 | 83 | 93.1 | 77.9 | - | - | |
2026.02 | 83 | 93.1 | 77.9 | - | - | |
2026.02 | 83 | 93.1 | 77.9 | - | - | |
2025.04 | 82.9 | 92.4 | 78.2 | - | - | |
2024.09 | 82.8 | 94.1 | 77.1 | 86.9 | - | |
2025.04 | 81.8 | 86.2 | 79.6 | - | - | |
2024.09 | 81.3 | 94.3 | 74.8 | 84.6 | - | |
2023.10 | 80.5 | 90.5 | 76.2 | - | - | |
2023.10 | 80.5 | 93.8 | 73.8 | - | - | |
2024.09 | 80.5 | 84.9 | 78.3 | 86.6 | - | |
2024.11 | 80.5 | 84.9 | 78.3 | - | - | |
2024.11 | 80.5 | 84.9 | 78.3 | - | - | |
2025.04 | 80.5 | 90.5 | 76.2 | - | - | |
2025.04 | 80.5 | 93.8 | 73.8 | - | - | |
2025.04 | 80.5 | 84.9 | 78.3 | - | - | |
2026.01 | 80.5 | 90.5 | 76.2 | - | - | |
2025.12 | 80.5 | 90.5 | 76.2 | - | - | |
2025.12 | 80.5 | 93.8 | 73.8 | - | - | |
2025.04 | 80.4 | 92.5 | 74.4 | - | - | |
2025.12 | 80.3 | 85.3 | 75.2 | - | - | |
2023.10 | 79.2 | 93.2 | 72.1 | - | - | |
2022.12 | 79.2 | 93.2 | 72.1 | - | - | |
2025.04 | 78.5 | 89.5 | 73 | - | - | |
2025.12 | 78.4 | 84.8 | 72 | - | - | |
2023.10 | 77.6 | 93.5 | 69.7 | - | - | |
2025.04 | 77.6 | 93.5 | 69.7 | - | - | |
2026.01 | 76.9 | 94.3 | 71 | - | - | |
2025.12 | 76.9 | 94.3 | 71 | - | - | |
2024.10 | 76.7 | 93.1 | - | - | 68.4 | |
2024.10 | 76.5 | 92.2 | - | - | 68.9 | |
2022.12 | 75.4 | 94.2 | 66 | - | - | |
2023.10 | 75.3 | 93.4 | 66.7 | - | - |
Showing 100 of 138 rows