SOTAVerified

Class Incremental Learning

Papers

Showing 501510 of 634 papers

TitleStatusHype
Diagnosing Batch Normalization in Class Incremental Learning0
Memory Replay with Data Compression for Continual LearningCode1
Self-Paced Imbalance Rectification for Class Incremental Learning0
Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning0
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning0
Rebalancing Batch Normalization for Exemplar-based Class-Incremental LearningCode0
vCLIMB: A Novel Video Class Incremental Learning Benchmark0
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class ClassifiersCode0
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning0
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning0
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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