PASS (+Saliency map)

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical2 results

Semantic SegmentationonImageNet-S-50
mIoU (test)· 2021-06-06
42.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149
Semantic SegmentationonImageNet-S-50
mIoU (val)· 2021-06-06
43.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149

Computer Vision2 results

Unsupervised Semantic SegmentationonImageNet-S-50
mIoU (test)· 2021-06-06
42.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149
Unsupervised Semantic SegmentationonImageNet-S-50
mIoU (val)· 2021-06-06
43.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149

Audio2 results

10-shot image generationonImageNet-S-50
mIoU (test)· 2021-06-06
42.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149
10-shot image generationonImageNet-S-50
mIoU (val)· 2021-06-06
43.3
SOTA
Large-scale Unsupervised Semantic Segmentation arXiv:2106.03149