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Models/WeakTr (DeiT-S, multi-stage)

WeakTr (DeiT-S, multi-stage)

Reported on 6 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.

Medical3 results

Semantic SegmentationonCOCO 2014 val
mIoU· 2023-04-03
46.9
best: 56.8 (DHR (Swin-L, Mask2Former))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184
Semantic SegmentationonPASCAL VOC 2012 val
Mean IoU· 2023-04-03
74
best: 83.4 (SemPLeS (Swin-L))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184
Semantic SegmentationonPASCAL VOC 2012 test
Mean IoU· 2023-04-03
74.1
best: 82.9 (SemPLeS (Swin-L))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184

Audio3 results

10-shot image generationonCOCO 2014 val
mIoU· 2023-04-03
46.9
best: 56.8 (DHR (Swin-L, Mask2Former))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184
10-shot image generationonPASCAL VOC 2012 val
Mean IoU· 2023-04-03
74
best: 83.4 (SemPLeS (Swin-L))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184
10-shot image generationonPASCAL VOC 2012 test
Mean IoU· 2023-04-03
74.1
best: 82.9 (SemPLeS (Swin-L))
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation arXiv:2304.01184