SOTAVerified

Class Incremental Learning

Papers

Showing 331340 of 634 papers

TitleStatusHype
Heterogeneous Forgetting Compensation for Class-Incremental LearningCode1
Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning0
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental LearningCode0
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its VariantsCode1
CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in RoboticsCode0
XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge0
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category DiscoveryCode1
Active Class Selection for Few-Shot Class-Incremental LearningCode0
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental LearningCode1
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory0
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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