OpenCodePapers

incremental-learning-on-imagenet-500-classes-2

Incremental Learning
Results over time
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Leaderboard
PaperCodeAverage Incremental AccuracyFinal AccuracyModelNameReleaseDate
RMM: Reinforced Memory Management for Class-Incremental Learning✓ Link67.45RMM (ResNet-18)2023-01-14
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning✓ Link64.13PODNet2020-04-28
Learning a Unified Classifier Incrementally via Rebalancing✓ Link59.92UCIR (NME)*2019-06-01
Scalable Learning with Incremental Probabilistic PCA✓ Link71.25PPCA-CLIP2022-12-20