Class-incremental learning on CIFAR-100 (10 tasks, test)
92.2Average Top-1 Accuracy
RanPAC
Updated 2d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023.07 | 92.2 | - | - | - | - | - | - | - | - | - | - | - | - | 36 | - | - | |
2024.03 | 91.7 | - | - | - | - | - | - | - | - | - | 86.51 | - | - | - | - | - | |
2024.03 | 91.59 | - | - | - | - | - | - | - | - | - | 87.06 | - | - | - | - | - | |
2024.03 | 91.08 | - | - | - | - | - | - | - | - | - | 86.62 | - | - | - | - | - | |
2023.07 | 90.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 90.06 | - | - | - | - | - | - | - | - | - | 84.42 | - | - | - | - | - | |
2024.03 | 89.84 | - | - | - | - | - | - | - | - | - | 84.15 | - | - | - | - | - | |
2023.07 | 89 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 88.81 | - | - | - | - | - | - | - | - | - | 82.97 | - | - | - | - | - | |
2023.07 | 87.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 87.8 | - | - | - | - | - | - | - | - | - | - | - | - | 17 | - | - | |
2024.03 | 87.64 | - | - | - | - | - | - | - | - | - | 82.48 | - | - | - | - | - | |
2023.07 | 87.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 86.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 84.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 84.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 83.4 | - | - | - | - | - | - | - | - | - | - | - | - | 15 | - | - | |
2024.03 | 80.42 | - | - | - | - | - | - | - | - | - | 62.18 | - | - | - | - | - | |
2024.03 | 78 | - | - | - | - | - | - | - | - | - | - | 78 | - | - | - | - | |
2024.03 | 77.6 | - | - | - | - | - | - | - | - | - | - | 77.6 | - | - | - | - | |
2021.11 | 77.1 | - | - | - | - | - | - | - | - | - | 64.53 | - | - | - | - | - | |
2021.11 | 77.01 | - | - | - | - | - | - | - | - | - | 67.53 | - | - | - | - | - | |
2021.11 | 76.74 | - | - | - | - | - | - | - | - | - | 67.04 | - | - | - | - | - | |
2021.11 | 75.54 | - | - | - | - | - | - | - | - | - | 62.06 | - | - | - | - | - | |
2021.11 | 75.36 | - | - | - | - | - | - | - | - | - | 65.22 | - | - | - | - | - | |
2023.03 | 74.86 | - | - | - | - | - | - | - | - | - | - | 70.04 | 6.08 | - | - | - | |
2023.03 | 74.61 | - | - | - | - | - | - | - | - | - | - | 69.73 | 6.39 | - | - | - | |
2023.03 | 73.68 | - | - | - | - | - | - | - | - | - | - | 68.04 | 8.08 | - | - | - | |
2021.11 | 73.66 | - | - | - | - | - | - | - | - | - | 60.67 | - | - | - | - | - | |
2023.03 | 72.2 | - | - | - | - | - | - | - | - | - | - | 63.31 | 17.1 | - | - | - | |
2024.03 | 71.9 | - | - | - | - | - | - | - | - | - | - | 58.9 | - | - | 24.9 | - | |
2023.03 | 71.69 | - | - | - | - | - | - | - | - | - | - | 63.78 | 16.63 | - | - | - | |
2023.03 | 71.55 | - | - | - | - | - | - | - | - | - | - | 64.06 | 12.06 | - | - | - | |
2021.06 | 69.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 100 | |
2024.03 | 69.5 | - | - | - | - | - | - | - | - | - | - | 52.8 | - | - | 33 | - | |
2021.11 | 69.46 | - | - | - | - | - | - | - | - | - | 53.78 | - | - | - | - | - | |
2023.03 | 66.41 | - | - | - | - | - | - | - | - | - | - | 52.46 | 27.95 | - | - | - | |
2024.03 | 65.4 | - | - | - | - | - | - | - | - | - | - | 50.4 | - | - | - | - | |
2024.03 | 64.6 | - | - | - | - | - | - | - | - | - | - | 49.1 | - | - | - | - | |
2024.03 | 62.1 | - | - | - | - | - | - | - | - | - | - | 48.1 | - | - | 37.8 | - | |
2024.03 | 61.9 | - | - | - | - | - | - | - | - | - | - | 47.5 | - | - | 36.5 | - | |
2024.03 | 60.6 | - | - | - | - | - | - | - | - | - | - | 47.6 | - | - | 35.3 | - | |
2024.03 | 60.2 | - | - | - | - | - | - | - | - | - | - | 46.4 | - | - | 32.3 | - | |
2024.03 | 60.2 | - | - | - | - | - | - | - | - | - | - | 46.5 | - | - | 37.3 | - | |
2024.03 | 60.1 | - | - | - | - | - | - | - | - | - | - | 43.4 | - | - | 20.5 | - | |
2024.03 | 60 | - | - | - | - | - | - | - | - | - | - | 46.7 | - | - | 36.9 | - | |
2024.03 | 59.7 | - | - | - | - | - | - | - | - | - | - | 45.9 | - | - | 35.4 | - | |
2023.03 | 59.32 | - | - | - | - | - | - | - | - | - | - | 44.72 | 31.4 | - | - | - | |
2024.03 | 57.8 | - | - | - | - | - | - | - | - | - | - | 41.2 | - | - | 26.7 | - | |
2024.03 | 57.8 | - | - | - | - | - | - | - | - | - | - | 44.3 | - | - | 41 | - | |
2022.01 | 57.53 | 79.93 | - | - | - | - | - | - | - | - | 41.93 | - | 0.378 | - | - | - | |
2022.01 | 57.31 | 73.57 | - | - | - | - | - | - | - | - | 41.3 | - | 0.3289 | - | - | - | |
2022.01 | 56.17 | 80.36 | - | - | - | - | - | - | - | - | 38.46 | - | 0.419 | - | - | - | |
2022.01 | 56.13 | 70.68 | - | - | - | - | - | - | - | - | 41.45 | - | 0.2923 | - | - | - | |
2022.01 | 55.6 | 71.85 | - | - | - | - | - | - | - | - | 38.07 | - | 0.3378 | - | - | - | |
2022.01 | 55.25 | 79.22 | - | - | - | - | - | - | - | - | 39.82 | - | 0.394 | - | - | - | |
2022.01 | 55.09 | 79.29 | - | - | - | - | - | - | - | - | 39.98 | - | 0.3931 | - | - | - | |
2022.01 | 54.43 | 80.64 | - | - | - | - | - | - | - | - | 35.06 | - | 0.4382 | - | - | - | |
2022.01 | 54.28 | 59.37 | - | - | - | - | - | - | - | - | 43.8 | - | 0.1512 | - | - | - | |
2022.01 | 54.2 | 70.41 | - | - | - | - | - | - | - | - | 38.06 | - | 0.3235 | - | - | - | |
2022.01 | 53.93 | 73.1 | - | - | - | - | - | - | - | - | 39.9 | - | 0.3317 | - | - | - | |
2022.01 | 53.88 | 78.79 | - | - | - | - | - | - | - | - | 35.41 | - | 0.4338 | - | - | - | |
2022.01 | 53 | 56.02 | - | - | - | - | - | - | - | - | 41.34 | - | 0.1564 | - | - | - | |
2022.01 | 52.98 | 51.78 | - | - | - | - | - | - | - | - | 37.9 | - | 0.139 | - | - | - | |
2022.01 | 52.95 | 52.58 | - | - | - | - | - | - | - | - | 38.1 | - | 0.147 | - | - | - | |
2022.01 | 52.38 | 54.44 | - | - | - | - | - | - | - | - | 40.74 | - | 0.146 | - | - | - | |
2022.01 | 51.16 | 70.94 | - | - | - | - | - | - | - | - | 37.5 | - | 0.334 | - | - | - | |
2022.01 | 50.26 | 50.52 | - | - | - | - | - | - | - | - | 34.8 | - | 0.1569 | - | - | - | |
2021.06 | 33.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 69.6 | |
2021.06 | 10.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 37.9 | |
2021.06 | 9.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 33.3 | |
2021.06 | 8.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 32.3 | |
2021.06 | 8.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 32.1 | |
2021.06 | 8.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 30.5 | |
2021.03 | - | 88.5 | 47.1 | 32.1 | 24.9 | 20.3 | 17.5 | 15.4 | 13.5 | 12.5 | 11.4 | - | - | - | - | - | |
2021.03 | - | 88.5 | 45.9 | 30.1 | 22.4 | 17.7 | 15.2 | 12.3 | 11.1 | 9.8 | 8.8 | - | - | - | - | - | |
2021.03 | - | 88.5 | 70.1 | 54.8 | 45.7 | 39.4 | 36.3 | 31.4 | 28.9 | 25.5 | 23.9 | - | - | - | - | - | |
2021.03 | - | 88.5 | 52.4 | 48.6 | 38.4 | 31.1 | 26.4 | 21.6 | 19.9 | 18.8 | 16.4 | - | - | - | - | - | |
2021.03 | - | 88.5 | 78.8 | 75.8 | 73.1 | 71.5 | 60.7 | 53.9 | 43.5 | 29.5 | 19.3 | - | - | - | - | - | |
2021.03 | - | 88.5 | 52.9 | 40.7 | 33.6 | 31.8 | 29.4 | 27.5 | 25.6 | 24.7 | 23.3 | - | - | - | - | - | |
2021.03 | - | 88.5 | 42.1 | 36.4 | 35.1 | 32.5 | 25.7 | 21 | 19.2 | 17.7 | 15.4 | - | - | - | - | - | |
2021.03 | - | 88.5 | 55.1 | 40.7 | 32.1 | 29.2 | 25.8 | 23 | 20.7 | 19.5 | 17.9 | - | - | - | - | - | |
2021.03 | - | 88.5 | 76.3 | 67.5 | 62.4 | 57.3 | 52.7 | 48.7 | 43.9 | 40.1 | 36.2 | - | - | - | - | - | |
2021.03 | - | 90.2 | 75.7 | 68.6 | 62.6 | 58.1 | 53.9 | 51.6 | 48.7 | 46.7 | 44.4 | - | - | - | - | - | |
2021.03 | - | 90.1 | 75.5 | 68.9 | 63.6 | 58.7 | 54.6 | 52.4 | 49.8 | 47.3 | 45.1 | - | - | - | - | - | |
2021.03 | - | 90.2 | 76.2 | 70.1 | 63.1 | 57.9 | 53.6 | 52.1 | 49.6 | 47.6 | 45.5 | - | - | - | - | - | |
2021.11 | - | - | - | - | - | - | - | - | - | - | 80.41 | - | - | - | - | - | |
2021.11 | - | - | - | - | - | - | - | - | - | - | 76.12 | - | - | - | - | - | |
2023.03 | - | - | - | - | - | - | - | - | - | - | - | 76.12 | 0 | - | - | - | |
2023.03 | - | - | - | - | - | - | - | - | - | - | - | 80.41 | 0 | - | - | - | |
2024.03 | - | - | - | - | - | - | - | - | - | - | 91.92 | - | - | - | - | - |