HyperSeg-S

Reported on 6 benchmarks across 2 tasks · 1 paper

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

Medical3 results

Semantic SegmentationonCamVid
Frame (fps)· 2020-12-21
38
best: 222.3 (PP-LiteSeg-T)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Semantic SegmentationonCamVid
Time (ms)· 2020-12-21
26.3
best: 227 (Dilation10)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Semantic SegmentationonCamVid
mIoU· 2020-12-21
78.4
best: 82 (PIDNet-M (Cityscapes-Pretrained))
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582

Audio3 results

10-shot image generationonCamVid
Frame (fps)· 2020-12-21
38
best: 222.3 (PP-LiteSeg-T)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
10-shot image generationonCamVid
Time (ms)· 2020-12-21
26.3
best: 227 (Dilation10)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
10-shot image generationonCamVid
mIoU· 2020-12-21
78.4
best: 82 (PIDNet-M (Cityscapes-Pretrained))
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582