PPC (w/ EPS)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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 val
Mean IoU· uses extra data· 2021-10-14
72.3
best: 83.4 (SemPLeS (Swin-L))
SOTA
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast arXiv:2110.07110
Semantic SegmentationonPASCAL VOC 2012 test
Mean IoU· uses extra data· 2021-10-14
73.5
best: 82.9 (SemPLeS (Swin-L))
SOTA
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast arXiv:2110.07110

Audio2 results

10-shot image generationonPASCAL VOC 2012 val
Mean IoU· uses extra data· 2021-10-14
72.3
best: 83.4 (SemPLeS (Swin-L))
SOTA
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast arXiv:2110.07110
10-shot image generationonPASCAL VOC 2012 test
Mean IoU· uses extra data· 2021-10-14
73.5
best: 82.9 (SemPLeS (Swin-L))
SOTA
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast arXiv:2110.07110