SOTAVerified

Class Incremental Learning

Papers

Showing 221230 of 634 papers

TitleStatusHype
Covariance-based Space Regularization for Few-shot Class Incremental LearningCode0
Class incremental learning with probability dampening and cascaded gated classifierCode0
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental LearningCode0
COOLer: Class-Incremental Learning for Appearance-Based Multiple Object TrackingCode0
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental LearningCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
Large Scale Incremental LearningCode0
A Strategy for an Uncompromising Incremental LearnerCode0
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware PromptingCode0
ICICLE: Interpretable Class Incremental Continual LearningCode0
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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