SOTAVerified

Class Incremental Learning

Papers

Showing 231240 of 634 papers

TitleStatusHype
Overcoming Catastrophic Forgetting with Unlabeled Data in the WildCode0
Class-incremental Learning via Deep Model ConsolidationCode0
ICICLE: Interpretable Class Incremental Continual LearningCode0
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental LearningCode0
Continual Prune-and-Select: Class-incremental learning with specialized subnetworksCode0
Activating Sparse Part Concepts for 3D Class Incremental LearningCode0
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware PromptingCode0
GOTHAM: Graph Class Incremental Learning Framework under Weak SupervisionCode0
Continual Learning with Deep Generative ReplayCode0
Category Adaptation Meets Projected Distillation in Generalized Continual Category DiscoveryCode0
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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