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Models/MutexMatch (k=0.6C)

MutexMatch (k=0.6C)

Reported on 12 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision12 results

Image ClassificationonCIFAR-100, 200 Labels
Percentage error· 2022-03-27
58.41
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image ClassificationonCIFAR-10, 20 Labels
Percentage error· 2022-03-27
7.77
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image ClassificationonSVHN, 40 Labels
Percentage error· 2022-03-27
3.45
best: 2.51 (ShrinkMatch)
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image ClassificationonSVHN, 250 Labels
Accuracy· 2022-03-27
97.47
best: 98.04 (ShrinkMatch)
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image ClassificationonCIFAR-10, 80 Labels
Percentage error· 2022-03-27
5
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonCIFAR-100, 200 Labels
Percentage error· 2022-03-27
58.41
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonCIFAR-10, 20 Labels
Percentage error· 2022-03-27
7.77
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonSVHN, 40 Labels
Percentage error· 2022-03-27
3.45
best: 2.51 (ShrinkMatch)
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonSVHN, 250 Labels
Accuracy· 2022-03-27
97.47
best: 98.04 (ShrinkMatch)
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonCIFAR-10, 80 Labels
Percentage error· 2022-03-27
5
SOTA
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Image ClassificationonCIFAR-10, 40 Labels
Percentage error· 2022-03-27
5.79
best: 3.51 (SemiOccam)
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316
Semi-Supervised Image ClassificationonCIFAR-10, 40 Labels
Percentage error· 2022-03-27
5.79
best: 3.51 (SemiOccam)
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization arXiv:2203.14316