SOTAVerified

Class Incremental Learning

Papers

Showing 521530 of 634 papers

TitleStatusHype
Self-Supervised Class Incremental Learning0
Brain-inspired feature exaggeration in generative replay for continual learning0
Latent-Insensitive autoencoders for Anomaly Detection0
Class Incremental Online Streaming Learning0
Dataset Knowledge Transfer for Class-Incremental Learning without MemoryCode0
Subspace Regularizers for Few-Shot Class Incremental LearningCode1
Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse NetworksCode0
Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation0
Wakening Past Concepts without Past Data: Class-incremental Learning from Placebos0
Continual Learning Using Pseudo-Replay via Latent Space Sampling0
Show:102550
← PrevPage 53 of 64Next →

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