SOTAVerified

Class Incremental Learning

Papers

Showing 361370 of 634 papers

TitleStatusHype
eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation0
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning0
A Survey on Few-Shot Class-Incremental Learning0
Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features0
Preserving Locality in Vision Transformers for Class Incremental LearningCode0
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation0
PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark0
Few-shot Class-incremental Learning for Cross-domain Disease Classification0
Taxonomic Class Incremental Learning0
MASIL: Towards Maximum Separable Class Representation for Few Shot 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