SOTAVerified

Class Incremental Learning

Papers

Showing 141150 of 634 papers

TitleStatusHype
Class-Incremental Learning with Generative ClassifiersCode1
Few-Shot Incremental Learning with Continually Evolved ClassifiersCode1
Avalanche: an End-to-End Library for Continual LearningCode1
DER: Dynamically Expandable Representation for Class Incremental LearningCode1
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual LearningCode1
Distilling Causal Effect of Data in Class-Incremental LearningCode1
Essentials for Class Incremental LearningCode1
Learning Invariant Representation for Continual LearningCode1
IIRC: Incremental Implicitly-Refined ClassificationCode1
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1S&B10-stage average accuracy68.18Unverified
2SCR10-stage average accuracy65.98Unverified
3iCaRL10-stage average accuracy63.24Unverified
4LUCIR10-stage average accuracy56.53Unverified
5ABD10-stage average accuracy54.44Unverified
6EWC10-stage average accuracy50.53Unverified
7EMR10-stage average accuracy48.66Unverified
8A-GEM10-stage average accuracy45.76Unverified
#ModelMetricClaimedVerifiedStatus
1PPCA-SWSLFinal Accuracy77.07Unverified
2PPCA-CLIPFinal Accuracy69.71Unverified
#ModelMetricClaimedVerifiedStatus
1PPCA-SWSLFinal Accuracy77.07Unverified
2PPCA-CLIPFinal Accuracy69.71Unverified
#ModelMetricClaimedVerifiedStatus
1SEEDAverage Incremental Accuracy61.7Unverified
#ModelMetricClaimedVerifiedStatus
1SEEDAverage Incremental Accuracy56.2Unverified
#ModelMetricClaimedVerifiedStatus
1SEEDAverage Incremental Accuracy42.6Unverified