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Models/MRFP+(Ours) Resnet50

MRFP+(Ours) Resnet50

Reported on 8 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.

Medical4 results

Semantic SegmentationonSYNTHIA
mIoU· 2023-11-30
30.22
best: 83.8 (CGA-Net)
SOTA
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
Semantic SegmentationonMapillary val
mIoU· 2023-11-30
44.93
best: 76 (AO-SegNet)
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
Semantic SegmentationonCityscapes val
mIoU· 2023-11-30
42.4
best: 90.3 (EfficientPS (Cityscapes-fine))
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
Semantic SegmentationonBDD100K val
mIoU· 2023-11-30
39.55
best: 72.5 (VLTSeg)
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331

Audio4 results

10-shot image generationonSYNTHIA
mIoU· 2023-11-30
30.22
best: 83.8 (CGA-Net)
SOTA
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
10-shot image generationonMapillary val
mIoU· 2023-11-30
44.93
best: 76 (AO-SegNet)
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
10-shot image generationonCityscapes val
mIoU· 2023-11-30
42.4
best: 90.3 (EfficientPS (Cityscapes-fine))
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331
10-shot image generationonBDD100K val
mIoU· 2023-11-30
39.55
best: 72.5 (VLTSeg)
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation arXiv:2311.18331