SOTAVerified

Class Incremental Learning

Papers

Showing 551560 of 634 papers

TitleStatusHype
Unsupervised Class-Incremental Learning Through Confusion0
Few-Shot Incremental Learning with Continually Evolved ClassifiersCode1
Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning0
Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers0
Avalanche: an End-to-End Library for Continual LearningCode1
DER: Dynamically Expandable Representation for Class Incremental LearningCode1
ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations0
Incrementally Zero-Shot Detection by an Extreme Value Analyzer0
Balanced softmax cross-entropy for incremental learning with and without memory0
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual LearningCode1
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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