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Models/DiffSeg (512)

DiffSeg (512)

Reported on 8 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.

Medical4 results

Semantic SegmentationonCityscapes
Pixel Accuracy· 2023-08-23
76
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
Semantic SegmentationonCOCO-Stuff-27
Pixel Accuracy· 2023-08-23
72.5
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
Semantic SegmentationonCOCO-Stuff-27
mIoU· 2023-08-23
43.6
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
Semantic SegmentationonCityscapes
mIoU· 2023-08-23
21.2
best: 77.8 (SPFNet34M)
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469

Audio4 results

10-shot image generationonCityscapes
Pixel Accuracy· 2023-08-23
76
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
10-shot image generationonCOCO-Stuff-27
Pixel Accuracy· 2023-08-23
72.5
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
10-shot image generationonCOCO-Stuff-27
mIoU· 2023-08-23
43.6
SOTA
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469
10-shot image generationonCityscapes
mIoU· 2023-08-23
21.2
best: 77.8 (SPFNet34M)
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion arXiv:2308.12469