SOTAVerified

Class Incremental Learning

Papers

Showing 7180 of 634 papers

TitleStatusHype
A Comprehensive Empirical Evaluation on Online Continual LearningCode1
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual LearningCode1
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt TuningCode1
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual LearningCode1
Heterogeneous Forgetting Compensation for Class-Incremental LearningCode1
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its VariantsCode1
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category DiscoveryCode1
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental LearningCode1
Learnability and Algorithm for Continual LearningCode1
Prediction Error-based Classification for Class-Incremental 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