SOTAVerified

Class Incremental Learning

Papers

Showing 531540 of 634 papers

TitleStatusHype
Exploring the Open World Using Incremental Extreme Value MachinesCode0
Detecting Unknown DGAs without Context Information0
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection0
Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning0
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework0
Few-Shot Class-Incremental Learning for Named Entity Recognition0
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor0
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning0
General Incremental Learning with Domain-aware Categorical Representations0
Incremental Prototype Tuning for 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