SOTAVerified

Class Incremental Learning

Papers

Showing 451460 of 634 papers

TitleStatusHype
PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning0
PyCIL: A Python Toolbox for Class-Incremental Learning0
Realistic Continual Learning Approach using Pre-trained Models0
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning0
Rebalancing Multi-Label Class-Incremental Learning0
Recent Advances of Foundation Language Models-based Continual Learning: A Survey0
Recommendation of data-free class-incremental learning algorithms by simulating future data0
Federated Class-Incremental Learning with Hierarchical Generative Prototypes0
Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation0
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning0
Show:102550
← PrevPage 46 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