HyperAI초신경

Open World Semi Supervised Learning On Cifar 1

평가 지표

All accuracy (10% Labeled)
All accuracy (50% Labeled)
Novel accuracy (10% Labeled)
Novel accuracy (50% Labeled)
Seen accuracy (10% Labeled)
Seen accuracy (50% Labeled)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름
All accuracy (10% Labeled)
All accuracy (50% Labeled)
Novel accuracy (10% Labeled)
Novel accuracy (50% Labeled)
Seen accuracy (10% Labeled)
Seen accuracy (50% Labeled)
Paper TitleRepository
OpenLDN (ResNet-18)47.760.140.046.855.073.5OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning
ORCA (ResNet-18)38.648.131.843.052.566.9Open-World Semi-Supervised Learning
TRSSL (ResNet-18)60.3-52.1-68.5-Towards Realistic Semi-Supervised Learning
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