SequenceMatch (ResNet-50)

Reported on 2 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 Vision2 results

Image ClassificationonImageNet - 10% labeled data
Top 5 Accuracy· 2023-10-24
91.9
best: 92.6 (SimMatch + EPASS (ResNet-50))
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning arXiv:2310.15787
Semi-Supervised Image ClassificationonImageNet - 10% labeled data
Top 5 Accuracy· 2023-10-24
91.9
best: 92.6 (SimMatch + EPASS (ResNet-50))
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning arXiv:2310.15787