SOTAVerified

Class Incremental Learning

Papers

Showing 5160 of 634 papers

TitleStatusHype
PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning0
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks0
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental LearningCode1
Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection0
FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification0
Task-Agnostic Guided Feature Expansion for Class-Incremental LearningCode1
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning0
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity GroupingCode1
Brain-inspired analogical mixture prototypes for few-shot class-incremental learning0
Sculpting [CLS] Features for Pre-Trained Model-Based 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