CCSSL(FixMatch)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Image ClassificationonCIFAR-100, 2500 Labels
Percentage error· 2022-03-04
24.3
best: 22.19 (SemiOccam)
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261
Image Classificationoncifar-100, 10000 Labels
Percentage error· 2022-03-04
19.32
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261
Image ClassificationonCIFAR-100, 400 Labels
Percentage error· 2022-03-04
38.81
best: 15.62 (SemiReward)
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261
Semi-Supervised Image ClassificationonCIFAR-100, 2500 Labels
Percentage error· 2022-03-04
24.3
best: 22.19 (SemiOccam)
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261
Semi-Supervised Image Classificationoncifar-100, 10000 Labels
Percentage error· 2022-03-04
19.32
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261
Semi-Supervised Image ClassificationonCIFAR-100, 400 Labels
Percentage error· 2022-03-04
38.81
best: 15.62 (SemiReward)
SOTA
Class-Aware Contrastive Semi-Supervised Learning arXiv:2203.02261