MutexMatch

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision4 results

Image ClassificationonMini-ImageNet, 1000 Labels
Accuracy· 2022-03-27
48.04
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonMini-ImageNet, 1000 Labels
Accuracy· 2022-03-27
48.04
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image Classificationoncifar-10, 10 Labels
Accuracy (Test)· 2022-03-27
76.06
best: 95.1 (BOSS)
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image Classificationoncifar-10, 10 Labels
Accuracy (Test)· 2022-03-27
76.06
best: 95.1 (BOSS)
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316