OpenCodePapers

incremental-learning-on-imagenet-100-50-3

Incremental Learning
Results over time
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Leaderboard
PaperCodeAverage Incremental AccuracyModelNameReleaseDate
FOSTER: Feature Boosting and Compression for Class-Incremental Learning✓ Link80.22FOSTER2022-04-10
RMM: Reinforced Memory Management for Class-Incremental Learning✓ Link79.52RMM (ResNet-18)2023-01-14
Essentials for Class Incremental Learning✓ Link79.44CCIL-SD2021-02-18
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning✓ Link75.82PODNet2020-04-28
iCaRL: Incremental Classifier and Representation Learning✓ Link65.56iCaRL*2016-11-23