SOTAVerified

Class Incremental Learning

Papers

Showing 171180 of 634 papers

TitleStatusHype
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture0
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay0
Class Incremental Learning with Pre-trained Vision-Language Models0
Adversary Aware Continual Learning0
Dynamic Feature Learning and Matching for Class-Incremental Learning0
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning0
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models0
Active Class Incremental Learning for Imbalanced Datasets0
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning0
A Survey on Few-Shot Class-Incremental Learning0
Show:102550
← PrevPage 18 of 64Next →

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