SOTAVerified

Class Incremental Learning

Papers

Showing 6170 of 634 papers

TitleStatusHype
Audio-Visual Class-Incremental LearningCode1
Few-Shot Class-Incremental Learning by Sampling Multi-Phase TasksCode1
Class-Incremental Learning via Dual AugmentationCode1
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Class-Incremental Learning for Wireless Device Identification in IoTCode1
Class Incremental Learning via Likelihood Ratio Based Task PredictionCode1
Class-Incremental Exemplar Compression for Class-Incremental LearningCode1
Avalanche: an End-to-End Library for Continual LearningCode1
AIR: Analytic Imbalance Rectifier for Continual LearningCode1
Class-Incremental Grouping Network for Continual Audio-Visual LearningCode1
Show:102550
← PrevPage 7 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