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Long-tail Class Incremental Learning on ImageNet-LT 50 tasks 1.0

75.6AccuracyUpper Bound
15.07230.78646.562.214Mar 23, 2026

Evaluation results

MethodLinks
Upper BoundBackbone=ViT-B/16, Evaluation Protocol=Joint Learning2026.0375.6
OursBackbone=ViT-B/162026.0366.7
CLIP Zero-ShotBackbone=ViT-B/16, Evaluation Protocol=Zero-Shot2026.0363.1
Adapter Fine-tuningBackbone=ViT-B/162026.0317.4