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Models/PC2Seg

PC2Seg

Reported on 10 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Medical5 results

Semantic SegmentationonCOCO 1/512 labeled
Validation mIoU· 2021-08-20
29.9
best: 50.1 (SemiVL)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
Semantic SegmentationonCOCO 1/256 labeled
Validation mIoU· 2021-08-20
37.5
best: 55.8 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
Semantic SegmentationonCOCO 1/128 labeled
Validation mIoU· 2021-08-20
40.1
best: 58.7 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
Semantic SegmentationonCOCO 1/64 labeled
Validation mIoU· 2021-08-20
43.7
best: 60.4 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
Semantic SegmentationonCOCO 1/32 labeled
Validation mIoU· 2021-08-20
46.1
best: 63.3 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025

Audio5 results

10-shot image generationonCOCO 1/512 labeled
Validation mIoU· 2021-08-20
29.9
best: 50.1 (SemiVL)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
10-shot image generationonCOCO 1/256 labeled
Validation mIoU· 2021-08-20
37.5
best: 55.8 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
10-shot image generationonCOCO 1/128 labeled
Validation mIoU· 2021-08-20
40.1
best: 58.7 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
10-shot image generationonCOCO 1/64 labeled
Validation mIoU· 2021-08-20
43.7
best: 60.4 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025
10-shot image generationonCOCO 1/32 labeled
Validation mIoU· 2021-08-20
46.1
best: 63.3 (UniMatch V2)
SOTA
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation arXiv:2108.09025