SemiOVS (w/ PrevMatch, ResNet-101)

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.

Medical3 results

Semantic SegmentationonPascal VOC 2012 6.25% labeled
Validation mIoU· uses extra data
82
Semantic SegmentationonPASCAL VOC 2012 25% labeled
Validation mIoU· uses extra data
81.3
Semantic SegmentationonPascal VOC 2012 12.5% labeled
Validation mIoU· uses extra data
82.3
best: 82.4 (SemiOVS (w/ UniMatch, ResNet-101))

Audio3 results

10-shot image generationonPascal VOC 2012 6.25% labeled
Validation mIoU· uses extra data
82
10-shot image generationonPASCAL VOC 2012 25% labeled
Validation mIoU· uses extra data
81.3
10-shot image generationonPascal VOC 2012 12.5% labeled
Validation mIoU· uses extra data
82.3
best: 82.4 (SemiOVS (w/ UniMatch, ResNet-101))