Continual Image Classification on MiniImageNet Split
71.16AccuracyCODE-CL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CODE-CL2024.11 | 71.16 | -1.1 | — | — | — | |
| CODE-CL2025.09 | 71.16 | -1.1 | — | — | 283.82 | |
| DFGP2024.11 | 69.92 | -1 | — | — | — | |
| Multitask2024.11 | 69.46 | — | — | — | — | |
| MultitaskNetwork=multi-head, Runs=5-run average2022.11 | 69.46 | — | — | — | — | |
| Multitask2025.09 | 69.46 | — | — | — | — | |
| SGP2024.11 | 68.5 | -2 | — | — | — | |
| GPM2024.11 | 66.26 | -0.9 | — | — | — | |
| MTLsetting=upper bound2021.05 | 66.14 | — | — | — | — | |
| API2024.11 | 65.9 | -0.3 | — | — | — | |
| TRGP+SD2024.11 | 65.8 | -0.49 | — | — | — | |
| TRGP - SD2025.09 | 65.8 | -0.49 | — | — | — | |
| TRGP2024.11 | 65.08 | -0.5 | — | — | — | |
| CUBER2024.11 | 64.25 | -0.7 | — | — | — | |
| LMSP2025.09 | 64.2 | 1.55 | — | — | — | |
| SGP2025.09 | 62.83 | -1 | — | — | 127.37 | |
| CUBERNetwork=multi-head, Runs=5-run average, epsilon_2=0.02022.11 | 62.67 | 0.23 | — | — | — | |
| CUBER2025.09 | 62.67 | 0.23 | — | — | 604.61 | |
| TRGPNetwork=multi-head, Runs=5-run average2022.11 | 61.78 | -0.5 | — | — | — | |
| TRGP2025.09 | 61.78 | -0.5 | — | — | 543.22 | |
| GPMNetwork=multi-head, Runs=5-run average2022.11 | 60.41 | -0.7 | — | — | — | |
| GPM2025.09 | 60.41 | -0.9 | — | — | 127.37 | |
| HAT2024.11 | 59.78 | -3 | — | — | — | |
| HATNetwork=multi-head, Runs=5-run average2022.11 | 59.78 | -3 | — | — | — | |
| HAT2025.09 | 59.78 | -3 | — | — | — | |
| LANCE2025.09 | 59.68 | -0.99 | — | — | 32.96 | |
| ER_Res2024.11 | 58.94 | -7 | — | — | — | |
| ER ResNetwork=multi-head, Runs=5-run average2022.11 | 58.94 | -7 | — | — | — | |
| ER_Res2025.09 | 58.94 | -7 | — | — | — | |
| A-GEM2024.11 | 57.24 | -12 | — | — | — | |
| A-GEMNetwork=multi-head, Runs=5-run average2022.11 | 57.24 | -12 | — | — | — | |
| A-GEM2025.09 | 57.24 | -12 | — | — | — | |
| TAG-RMSProp2021.05 | 57.2 | — | 6 | 62.73 | — | |
| ERepisodic memory size=1 example per class2021.05 | 54.67 | — | 10 | 64.06 | — | |
| EWC2024.11 | 52.01 | -12 | — | — | — | |
| EWCNetwork=multi-head, Runs=5-run average2022.11 | 52.01 | -12 | — | — | — | |
| EWC2025.09 | 52.01 | -12 | — | — | — | |
| Stable SGD2021.05 | 51.81 | — | 9 | 59.99 | — | |
| A-GEMepisodic memory size=1 example per class2021.05 | 50.32 | — | 11 | 61.02 | — | |
| Naive SGD2021.05 | 48.19 | — | 13 | 60.6 | — | |
| EWC2021.05 | 47.87 | — | 15 | 61.66 | — | |
| Naive RMSProp2021.05 | 45.06 | — | 21 | 64.39 | — |