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Models/DatUS (ViT-B/8)

DatUS (ViT-B/8)

Reported on 6 benchmarks across 3 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 SegmentationonSUIM
Pixel Accuracy· 2024-01-23
64.67
best: 69.98 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820
Semantic SegmentationonSUIM
mIoU· 2024-01-23
28.48
best: 34.02 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820

Computer Vision2 results

Unsupervised Semantic SegmentationonSUIM
Pixel Accuracy· 2024-01-23
64.67
best: 69.98 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820
Unsupervised Semantic SegmentationonSUIM
mIoU· 2024-01-23
28.48
best: 34.02 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820

Audio2 results

10-shot image generationonSUIM
Pixel Accuracy· 2024-01-23
64.67
best: 69.98 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820
10-shot image generationonSUIM
mIoU· 2024-01-23
28.48
best: 34.02 (DatUS (ViT-B/8) + OC)
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer arXiv:2401.12820