ML Research Wiki / Benchmarks / Medical Image Segmentation / RITE

RITE

Medical Image Segmentation Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: Dice

Top Performing Models

Rank Model Paper Dice Date Code
1 KiU-Net KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation 75.17 2020-10-04 📦 jeya-maria-jose/KiU-Net-pytorch
2 U-Net U-Net: Convolutional Networks for Biomedical Image Segmentation 55.24 2015-05-18 📦 labmlai/annotated_deep_learning_paper_implementations 📦 milesial/Pytorch-UNet 📦 open-mmlab/mmsegmentation
3 SegNet SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 52.23 2015-11-02 📦 PaddlePaddle/PaddleSeg 📦 osmr/imgclsmob 📦 divamgupta/image-segmentation-keras

All Papers (3)