OpenMatch

Reported on 6 benchmarks across 2 tasks

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

Computer Vision6 results

Image ClassificationonCIFAR-10, 400 Labels (OpenSet, 6/4)
Accuracy
94.1
best: 97.2 (UnMixMatch)
Image ClassificationonCIFAR-10, 100 Labels (OpenSet, 6/4)
Accuracy
92.9
best: 96.8 (UnMixMatch)
Image ClassificationonCIFAR-10, 50 Labels (OpenSet, 6/4)
Accuracy
89.6
best: 95.7 (UnMixMatch)
Semi-Supervised Image ClassificationonCIFAR-10, 400 Labels (OpenSet, 6/4)
Accuracy
94.1
best: 97.2 (UnMixMatch)
Semi-Supervised Image ClassificationonCIFAR-10, 100 Labels (OpenSet, 6/4)
Accuracy
92.9
best: 96.8 (UnMixMatch)
Semi-Supervised Image ClassificationonCIFAR-10, 50 Labels (OpenSet, 6/4)
Accuracy
89.6
best: 95.7 (UnMixMatch)