W-OoD (WResNet-38)

Reported on 4 benchmarks across 2 tasks · 1 paper

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· 2022-03-08
70.7
best: 83.4 (SemPLeS (Swin-L))
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data arXiv:2203.03860
Semantic SegmentationonPASCAL VOC 2012 test
Mean IoU· 2022-03-08
70.1
best: 82.9 (SemPLeS (Swin-L))
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data arXiv:2203.03860

Audio2 results

10-shot image generationonPASCAL VOC 2012 val
Mean IoU· 2022-03-08
70.7
best: 83.4 (SemPLeS (Swin-L))
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data arXiv:2203.03860
10-shot image generationonPASCAL VOC 2012 test
Mean IoU· 2022-03-08
70.1
best: 82.9 (SemPLeS (Swin-L))
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data arXiv:2203.03860