SOTAVerified

Class Incremental Learning

Papers

Showing 191200 of 634 papers

TitleStatusHype
Class Balance Matters to Active Class-Incremental LearningCode0
Class Impression for Data-free Incremental LearningCode0
Learning a Unified Classifier Incrementally via RebalancingCode0
Deep Class Incremental Learning from Decentralized DataCode0
Lifelong Machine Learning with Deep Streaming Linear Discriminant AnalysisCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
Dataset Knowledge Transfer for Class-Incremental Learning without MemoryCode0
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced DataCode0
An Efficient Memory Module for Graph Few-Shot Class-Incremental LearningCode0
Knowledge Transfer-Driven Few-Shot Class-Incremental LearningCode0
Show:102550
← PrevPage 20 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