SOTAVerified

Class Incremental Learning

Papers

Showing 626634 of 634 papers

TitleStatusHype
Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory0
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey0
Data-Free Class Incremental Gesture Recognition via Synthetic Feature Sampling0
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition0
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection0
Few-shot Class-incremental Learning for Cross-domain Disease Classification0
Few-Shot Class-Incremental Learning for Named Entity Recognition0
Cross-Class Feature Augmentation for Class Incremental Learning0
Few Shot Class Incremental Learning using Vision-Language models0
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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