SOTAVerified

Class Incremental Learning

Papers

Showing 476500 of 634 papers

TitleStatusHype
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor0
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning0
LifeLonger: A Benchmark for Continual Disease ClassificationCode1
FOSTER: Feature Boosting and Compression for Class-Incremental LearningCode1
General Incremental Learning with Domain-aware Categorical Representations0
Class-Incremental Learning with Strong Pre-trained ModelsCode1
Incremental Prototype Tuning for Class Incremental Learning0
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature ConsolidationCode1
Few-Shot Class-Incremental Learning by Sampling Multi-Phase TasksCode1
Constrained Few-shot Class-incremental LearningCode1
Energy-based Latent Aligner for Incremental LearningCode1
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches0
Class-Incremental Learning for Action Recognition in Videos0
Tackling Online One-Class Incremental Learning by Removing Negative Contrasts0
R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental LearningCode1
Federated Class-Incremental LearningCode1
Continual Learning Based on OOD Detection and Task MaskingCode1
Forward Compatible Few-Shot Class-Incremental LearningCode1
Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental LearningCode1
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks0
Deep Class Incremental Learning from Decentralized DataCode0
Representation Compensation Networks for Continual Semantic SegmentationCode1
New Insights on Reducing Abrupt Representation Change in Online Continual LearningCode1
Dual Embodied-Symbolic Concept Representations for Deep Learning0
HCIL: Hierarchical Class Incremental Learning for Longline Fishing Visual Monitoring0
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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