Class-incremental learning on ImageNet-R 5-task
88.42Avg Accuracy (A_bar)
MoP
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 88.42 | - | - | - | - | 84.02 | - | - | - | |
2025.12 | 87.14 | - | - | - | - | 82.46 | - | - | - | |
2025.12 | 85.29 | - | - | - | - | 79.54 | - | - | - | |
2024.03 | 84.75 | - | - | - | - | 79.78 | - | - | - | |
2024.03 | 84.75 | - | - | - | - | 79.78 | - | - | - | |
2025.12 | 83.77 | - | - | - | - | 76.72 | - | - | - | |
2025.12 | 83.73 | - | - | - | - | 78.19 | - | - | - | |
2025.12 | 83.61 | - | - | - | - | 78.68 | - | - | - | |
2024.03 | 83.27 | - | - | - | - | 77.13 | - | - | - | |
2025.12 | 83.08 | - | - | - | - | 76.94 | - | - | - | |
2025.12 | 82.32 | - | - | - | - | 75.55 | - | - | - | |
2024.03 | 81.75 | - | - | - | - | 76.77 | - | - | - | |
2024.03 | 81.63 | - | - | - | - | 76.98 | - | - | - | |
2025.12 | 81.52 | - | - | - | - | 76.8 | - | - | - | |
2025.12 | 81.44 | - | - | - | - | 74.97 | - | - | - | |
2025.12 | 80.79 | - | - | - | - | 72.47 | - | - | - | |
2024.03 | 79.91 | - | - | - | - | 74.25 | - | - | - | |
2024.03 | 79.78 | - | - | - | - | 74.68 | - | - | - | |
2025.10 | 78.78 | - | - | - | - | 71.93 | - | - | 7.54 | |
2024.03 | 78.58 | - | - | - | - | 72.58 | - | - | - | |
2024.03 | 77.4 | - | - | - | - | 73.59 | - | - | - | |
2024.03 | 77.28 | - | - | - | - | 70.58 | - | - | - | |
2024.03 | 76.39 | - | - | - | - | 72.29 | - | - | - | |
2025.10 | 74.71 | - | - | - | - | 69.62 | - | - | 8.49 | |
2024.03 | 73.91 | - | - | - | - | 68.81 | - | - | - | |
2025.10 | 73.33 | - | - | - | - | 64.52 | - | - | 7.95 | |
2024.03 | 72.9 | - | - | - | - | 65.83 | - | - | - | |
2025.10 | 72.01 | - | - | - | - | 66.63 | - | - | 4.4 | |
2025.10 | 71.52 | - | - | - | - | 63.42 | - | - | 7.48 | |
2025.10 | 69.6 | - | - | - | - | 62.35 | - | - | 6.12 | |
2025.10 | 66.28 | - | - | - | - | 55.78 | - | - | 9.93 | |
2024.03 | 65.83 | - | - | - | - | 61.31 | - | - | - | |
2025.10 | 64.54 | - | - | - | - | 55.23 | - | - | 5.3 | |
2025.10 | 62.65 | - | - | - | - | 54.47 | - | - | 9.84 | |
2025.10 | 62.6 | - | - | - | - | 54.5 | - | - | 8.55 | |
2025.10 | 62.39 | - | - | - | - | 54.33 | - | - | 8.36 | |
2025.10 | 60.6 | - | - | - | - | 52.12 | - | - | 3.98 | |
2024.03 | 59.7 | - | - | - | - | 54.33 | - | - | - | |
2024.03 | 53.91 | - | - | - | - | 41.23 | - | - | - | |
2025.10 | 34.87 | - | - | - | - | 27.33 | - | - | 6.36 | |
2025.10 | 25.6 | - | - | - | - | 17.08 | - | - | 9.18 | |
2025.10 | 16.92 | - | - | - | - | 8.87 | - | - | 8.23 | |
2025.10 | 4.55 | - | - | - | - | 1.42 | - | - | 4.24 | |
2025.10 | 3.1 | - | - | - | - | 0.92 | - | - | 1.9 | |
2025.10 | 2.26 | - | - | - | - | 0.89 | - | - | 1.97 | |
2024.10 | - | 82.06 | - | - | - | - | - | - | - | |
2024.10 | - | 18.74 | 48.39 | - | - | - | - | - | - | |
2024.10 | - | 60.42 | 71.59 | - | - | - | - | - | - | |
2024.10 | - | 70.83 | 78.34 | - | - | - | - | - | - | |
2024.10 | - | 73.93 | 80.14 | - | - | - | - | - | - | |
2024.10 | - | 73.05 | 79.47 | - | - | - | - | - | - | |
2024.10 | - | 76.51 | 82.04 | - | - | - | - | - | - | |
2024.10 | - | 76.29 | 78.77 | - | - | - | - | - | - | |
2024.10 | - | 77.16 | 82.22 | - | - | - | - | - | - | |
2024.10 | - | 79.23 | 82.96 | - | - | - | - | - | - | |
2024.03 | - | - | - | 70.96 | 79.14 | - | - | - | - | |
2024.03 | - | - | - | 76.82 | 77.19 | - | - | - | - | |
2024.03 | - | - | - | 77.52 | 82.01 | - | - | - | - | |
2025.11 | - | - | - | - | 81.14 | - | - | - | - | |
2025.11 | - | - | - | - | 58.74 | - | - | - | - | |
2025.11 | - | - | - | - | 64.13 | - | - | - | - | |
2025.11 | - | - | - | - | 67.88 | - | - | - | - | |
2025.11 | - | - | - | - | 73.09 | - | - | - | - | |
2025.11 | - | - | - | - | 75.85 | - | - | - | - | |
2025.11 | - | - | - | - | 73.84 | - | - | - | - | |
2025.11 | - | - | - | - | 78.06 | - | - | - | - | |
2025.11 | - | - | - | - | - | - | 64.92 | 75.57 | - | |
2025.11 | - | - | - | - | - | - | 73.04 | 76.94 | - | |
2025.11 | - | - | - | - | - | - | 69.99 | 72.24 | - | |
2025.11 | - | - | - | - | - | - | 74.77 | 78.15 | - | |
2025.11 | - | - | - | - | - | - | 79.15 | 83.01 | - | |
2025.11 | - | - | - | - | - | - | 79.68 | 83.82 | - | |
2025.09 | - | - | - | - | - | - | 77.73 | - | - | |
2025.09 | - | - | - | - | - | - | 87.55 | - | - | |
2025.09 | - | - | - | - | - | - | 83.1 | - | - | |
2025.09 | - | - | - | - | - | - | 83.03 | - | - | |
2025.09 | - | - | - | - | - | - | 83.08 | - | - | |
2025.09 | - | - | - | - | - | - | 83.08 | - | - | |
2025.09 | - | - | - | - | - | - | 81.15 | - | - | |
2025.09 | - | - | - | - | - | - | 82.15 | - | - | |
2025.09 | - | - | - | - | - | - | 83.41 | - | - | |
2025.09 | - | 82.06 | - | - | - | - | - | - | - | |
2025.09 | - | 70.83 | 78.34 | - | - | - | - | - | - | |
2025.09 | - | 73.93 | 80.14 | - | - | - | - | - | - | |
2025.09 | - | 73.05 | 79.47 | - | - | - | - | - | - | |
2025.09 | - | 76.51 | 82.04 | - | - | - | - | - | - | |
2025.09 | - | 75.81 | 79.31 | - | - | - | - | - | - | |
2025.09 | - | 75 | 79.68 | - | - | - | - | - | - | |
2025.09 | - | 75.17 | 79.64 | - | - | - | - | - | - | |
2025.09 | - | 79.23 | 82.96 | - | - | - | - | - | - | |
2025.09 | - | 80.09 | 84.47 | - | - | - | - | - | - |