Dual Student

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Computer Vision4 results

Image ClassificationonSVHN, 500 Labels
Accuracy· 2019-09-03
96.04
best: 96.39 (Triple-GAN-V2 (CNN-13))
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning arXiv:1909.01804
Image ClassificationonSVHN, 250 Labels
Accuracy· 2019-09-03
95.76
best: 98.04 (ShrinkMatch)
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning arXiv:1909.01804
Semi-Supervised Image ClassificationonSVHN, 500 Labels
Accuracy· 2019-09-03
96.04
best: 96.39 (Triple-GAN-V2 (CNN-13))
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning arXiv:1909.01804
Semi-Supervised Image ClassificationonSVHN, 250 Labels
Accuracy· 2019-09-03
95.76
best: 98.04 (ShrinkMatch)
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning arXiv:1909.01804