ML Research Wiki / Benchmarks / Medical Image Segmentation / Medico automatic polyp segmentation challenge (dataset)

Medico automatic polyp segmentation challenge (dataset)

Medical Image Segmentation Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: DSC

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Model	Paper	DSC	Date	Actions
UNet-ResNet50	Automatic Polyp Segmentation using U-Net-ResNet50	0.74	2020-12-30
NanoNet-A	NanoNet: Real-Time Polyp Segmentation in Video Ca…	0.63	2021-04-22

Rank	Model	Paper	DSC	Date	Code
1	UNet-ResNet50	Automatic Polyp Segmentation using U-Net-ResNet50	0.74	2020-12-30	-
2	NanoNet-A	NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy	0.63	2021-04-22	📦 DebeshJha/NanoNet 📦 reshalfahsi/NanoNet-PyTorch 📦 reshalfahsi/NanoNet

2020

UNet-ResNet50

2021

NanoNet-A

DebeshJha/NanoNet reshalfahsi/NanoNet-PyTorch reshalfahsi/NanoNet