SOTAVerified

Class Incremental Learning

Papers

Showing 521530 of 634 papers

TitleStatusHype
Queried Unlabeled Data Improves and Robustifies Class-Incremental LearningCode0
Continual Learning with Deep Generative ReplayCode0
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental LearningCode0
Lifelong Machine Learning with Deep Streaming Linear Discriminant AnalysisCode0
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained ModelsCode0
Dealing with Cross-Task Class Discrimination in Online Continual LearningCode0
Triple Memory Networks: a Brain-Inspired Method for Continual LearningCode0
Class Balance Matters to Active Class-Incremental LearningCode0
Knowledge Transfer-Driven Few-Shot Class-Incremental LearningCode0
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental LearningCode0
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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