PCT (DeepLab v3+ with ResNet-50 pretrained on ImageNet-1K)

Reported on 4 benchmarks across 2 tasks

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

Medical2 results

Semantic SegmentationonPascal VOC 2012 6.25% labeled
Validation mIoU
71.35
best: 82 (SemiOVS (w/ PrevMatch, ResNet-101))
Semantic SegmentationonPASCAL VOC 2012 25% labeled
Validation mIoU
76.47
best: 81.3 (SemiOVS (w/ PrevMatch, ResNet-101))

Audio2 results

10-shot image generationonPascal VOC 2012 6.25% labeled
Validation mIoU
71.35
best: 82 (SemiOVS (w/ PrevMatch, ResNet-101))
10-shot image generationonPASCAL VOC 2012 25% labeled
Validation mIoU
76.47
best: 81.3 (SemiOVS (w/ PrevMatch, ResNet-101))