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Models/MaskContrast (+Saliency map)

MaskContrast (+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)· 2021-02-11
24.2
best: 42.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191
Semantic SegmentationonImageNet-S-50
mIoU (val)· 2021-02-11
24.6
best: 43.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191

Computer Vision2 results

Unsupervised Semantic SegmentationonImageNet-S-50
mIoU (test)· 2021-02-11
24.2
best: 42.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191
Unsupervised Semantic SegmentationonImageNet-S-50
mIoU (val)· 2021-02-11
24.6
best: 43.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191

Audio2 results

10-shot image generationonImageNet-S-50
mIoU (test)· 2021-02-11
24.2
best: 42.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191
10-shot image generationonImageNet-S-50
mIoU (val)· 2021-02-11
24.6
best: 43.3 (PASS (+Saliency map))
SOTA
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals arXiv:2102.06191