SOTAVerified

Class Incremental Learning

Papers

Showing 361370 of 634 papers

TitleStatusHype
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning0
Adaptive Discovering and Merging for Incremental Novel Class Discovery0
Open-world Machine Learning: A Review and New Outlooks0
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning0
Generalizable Two-Branch Framework for Image Class-Incremental Learning0
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection0
MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning0
Hyperdimensional Representation Learning for Node Classification and Link Prediction0
Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps0
Balancing the Causal Effects 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