TransResU-Net

Reported on 5 benchmarks across 1 task · 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

Medical Image SegmentationonBKAI-IGH NeoPolyp-Small
Average Dice· 2022-06-17
0.9154
best: 0.94 (RaBiT)
SOTA
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation arXiv:2206.08985
Medical Image SegmentationonBKAI-IGH NeoPolyp-Small
mIoU· 2022-06-17
0.8568
best: 0.886 (RaBiT)
SOTA
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation arXiv:2206.08985
Medical Image SegmentationonKvasir-SEG
FPS· 2022-06-17
48.61
best: 182.38 (ColonSegNet)
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation arXiv:2206.08985
Medical Image SegmentationonKvasir-SEG
mIoU· 2022-06-17
0.8214
best: 0.9065 (EffiSegNet-B5)
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation arXiv:2206.08985
Medical Image SegmentationonKvasir-SEG
mean Dice· 2022-06-17
0.8884
best: 0.9502 (DUCK-Net)
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation arXiv:2206.08985