ClassMix (DeepLab v2 MSCOCO pretrained)

Reported on 2 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.

Medical1 result

Semantic SegmentationonPASCAL VOC 2012 25% labeled
Validation mIoU· 2020-07-15
72.45
best: 81.3 (SemiOVS (w/ PrevMatch, ResNet-101))
SOTA
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning arXiv:2007.07936

Audio1 result

10-shot image generationonPASCAL VOC 2012 25% labeled
Validation mIoU· 2020-07-15
72.45
best: 81.3 (SemiOVS (w/ PrevMatch, ResNet-101))
SOTA
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning arXiv:2007.07936