OpenCodePapers

medical-image-segmentation-on-bkai-igh

Medical Image Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAverage DicemIoUAverage Dice (5-folds)MAE (5-folds)mIoU (5-folds)ModelNameReleaseDate
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation✓ Link0.940.886RaBiT2023-07-12
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation✓ Link0.9296EMCAD2024-05-11
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation✓ Link0.91540.8568TransResU-Net2022-06-17
TGANet: Text-guided attention for improved polyp segmentation✓ Link0.90230.8409TGANet2022-05-09
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection0.80723NeoUNet2021-07-11
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation✓ Link0.8021FocalUNet2022-12-19
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection✓ Link0.78802BlazeNeo2022-02-28
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning✓ Link0.6881ColonSegNet2020-11-15
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation✓ Link93.130.0688.94QTSeg2024-12-23
Check out how to contribute new results.