Paper | Code | Average Incremental Accuracy | Final Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|---|
RMM: Reinforced Memory Management for Class-Incremental Learning | ✓ Link | 69.21 | RMM (ResNet-18) | 2023-01-14 | |
Essentials for Class Incremental Learning | ✓ Link | 68.04 | CCIL-SD | 2021-02-18 | |
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 66.95 | PODNet | 2020-04-28 | |
Scalable Learning with Incremental Probabilistic PCA | ✓ Link | 71.25 | PPCA-CLIP | 2022-12-20 |