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Class Incremental Learning

Papers

Showing 171180 of 634 papers

TitleStatusHype
The Championship-Winning Solution for the 5th CLVISION Challenge 20240
CCSI: Continual Class-Specific Impression for Data-free Class Incremental LearningCode0
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced DataCode0
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner0
Federated Class-Incremental Learning with Hierarchical Generative Prototypes0
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning0
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning0
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond0
Recent Advances of Foundation Language Models-based Continual Learning: A Survey0
Compositional Few-Shot Class-Incremental LearningCode0
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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