HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Medical Image Segmentation On Miccai 2015 1

평가 지표

Avg DSC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Avg DSC	Paper Title	Repository
3D Att-UNet-MTL-TSOL	82	Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks
RWKV-UNet	84.02	RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
TransCASCADE	82.68	Medical Image Segmentation via Cascaded Attention Decoding
MERIT-GCASCADE	84.54	G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation
MERIT	84.90	Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation
PVT-CASCADE	81.06	Medical Image Segmentation via Cascaded Attention Decoding
PVT-GCASCADE	83.28	G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation
EMCAD	83.63	EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation

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