Papers with Code · CC BY-SA 4.0

ETIS-LARIBPOLYPDB

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
RAPUNet	mIoU 0.9179 mean Dice 0.9572	MetaFormer and CNN Hybrid Model for Polyp Image Segmentation 2024-09-16	코드 1
SegMed	mIoU 0.879 mean Dice 0.936	From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures 2025-01-31	연결 없음
DUCK-Net	mIoU 0.8788 mean Dice 0.9354	Using DUCK-Net for Polyp Image Segmentation 2023-11-03	코드 1 · 코드 2
EMCAD	mean Dice 0.9229	EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation 2024-05-11	코드 1
ProMISe	mIoU 0.750 mean Dice 0.840	ProMISe: Promptable Medical Image Segmentation using SAM 2024-03-07	코드 1
RSAFormer	mean Dice 0.835	RSAFormer: A method of polyp segmentation with region self-attention transformer 2024-04-01	코드 1
ESFPNet-L	mIoU 0.748 mean Dice 0.823	ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video 2022-07-15	코드 1
DuAT	mIoU 0.746 Average MAE 0.013 mean Dice 0.822	DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation 2022-12-21	코드 1
PVT-CASCADE	mIoU 0.7258 mean Dice 0.8007	Medical Image Segmentation via Cascaded Attention Decoding 2023-01-03	코드 1
SSFormer-L	mIoU 0.720 mean Dice 0.796	Stepwise Feature Fusion: Local Guides Global 2022-03-07	코드 1
MEGANet(ResNet-34)	mIoU 0.709 mean Dice 0.789	MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation 2023-09-06	코드 1 · 코드 2
Meta-Polyp	mIoU 0.704 mean Dice 0.78	Meta-Polyp: a baseline for efficient Polyp segmentation 2023-05-13	코드 1 · 코드 2
UACANet-L	mIoU 0.689 Average MAE 0.012 mean Dice 0.766 S-Measure 0.859 max E-Measure 0.905	UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation 2021-07-06	코드 1
SAM-EG	mIoU 0.681 mean Dice 0.757	SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation 2024-06-21	연결 없음
CaraNet	mIoU 0.672 Average MAE 0.017 mean Dice 0.747 S-Measure 0.868 max E-Measure 0.894	CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects 2021-08-16	코드 1
MEGANet(Res2Net-50)	mIoU 0.665 mean Dice 0.739	MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation 2023-09-06	코드 1 · 코드 2
TransFuse-L	mIoU 0.661 mean Dice 0.737	TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation 2021-02-16	코드 1
TransFuse-S	mIoU 0.659 mean Dice 0.733	TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation 2021-02-16	코드 1
HarDNet-DFUS	mean Dice 0.730	HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation 2022-09-15	코드 1 · 코드 2
COMMA (Res2Net-50)	mIoU 0.648 Average MAE 0.015 mean Dice 0.711 S-Measure 0.844 max E-Measure 0.887	COMMA: Propagating Complementary Multi-Level Aggregation Network for Polyp Segmentation 2022-02-17	연결 없음
UACANet-S	mIoU 0.615 Average MAE 0.023 mean Dice 0.694 S-Measure 0.815 max E-Measure 0.851	UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation 2021-07-06	코드 1
HarDNet-MSEG	mIoU 0.613 mean Dice 0.677	HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS 2021-01-18	코드 1 · 코드 2 · 코드 3 · 코드 4
ResUNet++	mIoU 0.7534 mean Dice 0.6364	ResUNet++: An Advanced Architecture for Medical Image Segmentation 2019-11-16	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
PraNet	mIoU 0.5670 Average MAE 0.031 mean Dice 0.6280 S-Measure 0.794 max E-Measure 0.841	PraNet: Parallel Reverse Attention Network for Polyp Segmentation 2020-06-13	코드 1 · 코드 2 · 코드 3 · 코드 4
ResUNet++ + TTA	mIoU 0.7458 mean Dice 0.6136	A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation 2021-07-26	코드 1