SOTAVerified

Class Incremental Learning

Papers

Showing 471480 of 634 papers

TitleStatusHype
Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning0
Self-Paced Imbalance Rectification for Class Incremental Learning0
Self-Supervised Class Incremental Learning0
Self-Supervised Learning Aided Class-Incremental Lifelong Learning0
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning0
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning0
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning0
Similarity-based context aware continual learning for spiking neural networks0
Singular Value Fine-tuning for Few-Shot Class-Incremental Learning0
Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental 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