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Models/SHIFNet

SHIFNet

Reported on 8 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Medical2 results

Semantic SegmentationonPST900
mIoU· 2025-03-04
89.8
SOTA
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581
Semantic SegmentationonMFN Dataset
mIOU· 2025-03-04
59.2
best: 62.7 (RoadFormer+ (ConvNeXt-L))
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581

Computer Vision2 results

Scene SegmentationonPST900
mIoU· 2025-03-04
89.8
SOTA
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581
Scene SegmentationonMFN Dataset
mIOU· 2025-03-04
59.2
best: 62.7 (RoadFormer+ (ConvNeXt-L))
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581

Methodology2 results

2D Object DetectiononPST900
mIoU· 2025-03-04
89.8
SOTA
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581
2D Object DetectiononMFN Dataset
mIOU· 2025-03-04
59.2
best: 62.7 (RoadFormer+ (ConvNeXt-L))
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581

Audio2 results

10-shot image generationonPST900
mIoU· 2025-03-04
89.8
SOTA
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581
10-shot image generationonMFN Dataset
mIOU· 2025-03-04
59.2
best: 62.7 (RoadFormer+ (ConvNeXt-L))
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance arXiv:2503.02581