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Models/CAUSE-TR (ViT-S/8)

CAUSE-TR (ViT-S/8)

Reported on 12 benchmarks across 3 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 SegmentationonCOCO-Stuff-81
mIoU· 2023-10-11
21.2
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Semantic SegmentationonCOCO-Stuff-171
Pixel Accuracy· 2023-10-11
46.6
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Semantic SegmentationonCOCO-Stuff-81
Pixel Accuracy· 2023-10-11
75.2
best: 78.8 (CAUSE-MLP (ViT-S/8))
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Semantic SegmentationonCOCO-Stuff-171
mIoU· 2023-10-11
15.2
best: 34 (CorrCLIP)
Causal Unsupervised Semantic Segmentation arXiv:2310.07379

Computer Vision4 results

Unsupervised Semantic SegmentationonCOCO-Stuff-81
mIoU· 2023-10-11
21.2
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Unsupervised Semantic SegmentationonCOCO-Stuff-171
Pixel Accuracy· 2023-10-11
46.6
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Unsupervised Semantic SegmentationonCOCO-Stuff-81
Pixel Accuracy· 2023-10-11
75.2
best: 78.8 (CAUSE-MLP (ViT-S/8))
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
Unsupervised Semantic SegmentationonCOCO-Stuff-171
mIoU· 2023-10-11
15.2
best: 34 (CorrCLIP)
Causal Unsupervised Semantic Segmentation arXiv:2310.07379

Audio4 results

10-shot image generationonCOCO-Stuff-81
mIoU· 2023-10-11
21.2
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
10-shot image generationonCOCO-Stuff-171
Pixel Accuracy· 2023-10-11
46.6
SOTA
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
10-shot image generationonCOCO-Stuff-81
Pixel Accuracy· 2023-10-11
75.2
best: 78.8 (CAUSE-MLP (ViT-S/8))
Causal Unsupervised Semantic Segmentation arXiv:2310.07379
10-shot image generationonCOCO-Stuff-171
mIoU· 2023-10-11
15.2
best: 34 (CorrCLIP)
Causal Unsupervised Semantic Segmentation arXiv:2310.07379