SOTAVerified

Class Incremental Learning

Papers

Showing 261270 of 634 papers

TitleStatusHype
GOTHAM: Graph Class Incremental Learning Framework under Weak SupervisionCode0
Overcoming Catastrophic Forgetting with Unlabeled Data in the WildCode0
Compositional Few-Shot Class-Incremental LearningCode0
Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental LearningCode0
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse ExpertsCode0
Coarse-To-Fine Incremental Few-Shot LearningCode0
CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental LearningCode0
Dealing with Cross-Task Class Discrimination in Online Continual LearningCode0
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental LearningCode0
Few-shot Tuning of Foundation Models for 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