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SOTA
Continual Learning
Continual Learning On Tiny Imagenet 10Tasks
Continual Learning On Tiny Imagenet 10Tasks
평가 지표
Average Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
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모델 이름
Average Accuracy
Paper Title
Repository
ALTA-RN101
83.35
Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-ViTB/16
89.80
Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-RN50x4
84.73
Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
A-GEM [chaudhry2018efficient]
25.33
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
-
ALTA-RN50
81.07
Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
DER [buzzega2020dark]
51.78
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
-
ER[riemer2018learning]
48.64
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
-
SNCL
52.85
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
-
iCaRL [rebuffi2017icarl]
31.55
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
-
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