SOTAVerified

Class Incremental Learning

Papers

Showing 461470 of 634 papers

TitleStatusHype
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry0
Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception0
Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis0
SATHUR: Self Augmenting Task Hallucinal Unified Representation for Generalized Class Incremental Learning0
ScaIL: Classifier Weights Scaling for Class Incremental Learning0
SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data0
Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning0
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection0
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning0
Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning0
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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