SOTAVerified

Class Incremental Learning

Papers

Showing 2130 of 634 papers

TitleStatusHype
Noise-Tolerant Coreset-Based Class Incremental Continual Learning0
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture0
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning0
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL0
Adaptive Decision Boundary for Few-Shot Class-Incremental LearningCode1
GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning0
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning0
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-TrainingCode1
CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental LearningCode0
LoRAX: LoRA eXpandable Networks for Continual Synthetic Image AttributionCode0
Show:102550
← PrevPage 3 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