SOTAVerified

Class Incremental Learning

Papers

Showing 451460 of 634 papers

TitleStatusHype
Class-Incremental Learning with Cross-Space Clustering and Controlled TransferCode1
Few-Shot Class-Incremental Learning from an Open-Set PerspectiveCode1
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning0
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free ReplayCode0
Discrete Key-Value BottleneckCode0
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry0
Susceptibility of Continual Learning Against Adversarial Attacks0
Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning0
Multi-Granularity Regularized Re-Balancing for Class Incremental LearningCode1
Hebbian Continual Representation 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