SOTAVerified

Class Incremental Learning

Papers

Showing 8190 of 634 papers

TitleStatusHype
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning0
Activating Sparse Part Concepts for 3D Class Incremental LearningCode0
Revisiting Generative Replay for Class Incremental Object DetectionCode1
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation0
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning0
pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation0
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning0
Automatic Construction of Pattern Classifiers Capable of Continuous Incremental Learning and Unlearning Tasks Based on Compact-Sized Probabilistic Neural Network0
ACIL: Active Class Incremental Learning for Image Classification0
Make Domain Shift a Catastrophic Forgetting Alleviator in 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