SemPLeS (Swin-L)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical3 results

Semantic SegmentationonCOCO 2014 val
mIoU· 2024-01-22
56.1
best: 56.8 (DHR (Swin-L, Mask2Former))
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791
Semantic SegmentationonPASCAL VOC 2012 val
Mean IoU· 2024-01-22
83.4
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791
Semantic SegmentationonPASCAL VOC 2012 test
Mean IoU· 2024-01-22
82.9
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791

Audio3 results

10-shot image generationonCOCO 2014 val
mIoU· 2024-01-22
56.1
best: 56.8 (DHR (Swin-L, Mask2Former))
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791
10-shot image generationonPASCAL VOC 2012 val
Mean IoU· 2024-01-22
83.4
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791
10-shot image generationonPASCAL VOC 2012 test
Mean IoU· 2024-01-22
82.9
SOTA
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation arXiv:2401.11791