SOTAVerified

Class Incremental Learning

Papers

Showing 531540 of 634 papers

TitleStatusHype
Class incremental learning for video action classification0
Memory-Free Generative Replay For Class-Incremental LearningCode0
Federated Reconnaissance: Efficient, Distributed, Class-Incremental LearningCode1
Co-Transport for Class-Incremental LearningCode1
Revisiting Catastrophic Forgetting in Class Incremental Learning0
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental LearningCode1
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification0
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural NetworkCode1
When Video Classification Meets Incremental Classes0
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
Show:102550
← PrevPage 54 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