Incremental Learning On Imagenet 500 Classes 2
평가 지표
Average Incremental Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Average Incremental Accuracy | Paper Title | Repository |
|---|---|---|---|
| UCIR (NME)* | 59.92 | Learning a Unified Classifier Incrementally via Rebalancing | |
| RMM (ResNet-18) | 67.45 | RMM: Reinforced Memory Management for Class-Incremental Learning | |
| PODNet | 64.13 | PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | |
| PPCA-CLIP | - | Scalable Learning with Incremental Probabilistic PCA |
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