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Class Incremental Learning

Papers

Showing 571580 of 634 papers

TitleStatusHype
Class incremental learning for video action classification0
Memory-Free Generative Replay For Class-Incremental LearningCode0
Revisiting Catastrophic Forgetting in Class Incremental Learning0
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification0
When Video Classification Meets Incremental Classes0
On the importance of cross-task features for class-incremental learningCode0
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay0
Knowledge Consolidation based Class Incremental Online Learning with Limited Data0
Generative Feature-driven Image Replay for Continual Learning0
Energy Aligning for Biased 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