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Models/SFSS-MMSI (RGB+Depth)

SFSS-MMSI (RGB+Depth)

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

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

Medical5 results

Semantic SegmentationonMatterport3D
Test mIoU· 2023-08-18
35.92
SOTA
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
Semantic SegmentationonStructured3D
Test mIoU· 2023-08-18
70.17
best: 71.97 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
Semantic SegmentationonStructured3D
Validation mIoU· 2023-08-18
73.78
best: 75.86 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
Semantic SegmentationonStanford2D3D Panoramic
mAcc· 2023-08-18
68.57
best: 70.68 (SFSS-MMSI (RGB+HHA))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
Semantic SegmentationonMatterport3D
Validation mIoU· 2023-08-18
39.19
best: 39.26 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369

Audio5 results

10-shot image generationonMatterport3D
Test mIoU· 2023-08-18
35.92
SOTA
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
10-shot image generationonStructured3D
Test mIoU· 2023-08-18
70.17
best: 71.97 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
10-shot image generationonStructured3D
Validation mIoU· 2023-08-18
73.78
best: 75.86 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
10-shot image generationonStanford2D3D Panoramic
mAcc· 2023-08-18
68.57
best: 70.68 (SFSS-MMSI (RGB+HHA))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369
10-shot image generationonMatterport3D
Validation mIoU· 2023-08-18
39.19
best: 39.26 (SFSS-MMSI (RGB+Depth+Normal))
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images arXiv:2308.09369