← Semantic Segmentation

Papers with Code · CC BY-SA 4.0

LoveDA

아카이브 평가 19건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
U-Net (MaxViT-S)	Category mIoU 56.16	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery 2024-06-08	연결 없음
D2LS	Category mIoU 55.3	Dynamic Dictionary Learning for Remote Sensing Image Segmentation 2025-03-09	코드 1
SFA-Net	Category mIoU 54.9	SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation 2024-09-03	코드 1
ViT-G12X4	Category mIoU 54.4	A Billion-scale Foundation Model for Remote Sensing Images 2023-04-11	연결 없음
SelectiveMAE+ViT-L	Category mIoU 54.31	Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset 2024-06-17	코드 1
MAE+MTP(ViT-L+RVSA)	Category mIoU 54.17	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
IMP+MTP(InternImage-XL)	Category mIoU 54.17	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
AerialFormer-B	Category mIoU 54.1	AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation 2023-06-12	코드 1
LSKNet-S	Category mIoU 54.0	Large Selective Kernel Network for Remote Sensing Object Detection 2023-03-16	코드 1
LWGANet L2	Category mIoU 53.6	LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks 2025-01-17	코드 1
LOGCAN++	Category mIoU 53.35	LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery 2024-06-24	코드 1
LSKNet-T	Category mIoU 53.2	Large Selective Kernel Network for Remote Sensing Object Detection 2023-03-16	코드 1
DecoupleNet D2	Category mIoU 53.1	DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks 2024-09-23	코드 1
Hi-ResNet	Category mIoU 52.6	Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing Segmentation 2023-05-22	연결 없음
ViTAE-B + RVSA-UperNet	Category mIoU 52.44	Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model 2022-08-08	코드 1 · 코드 2
UNetFormer	Category mIoU 52.40	UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery 2021-09-18	코드 1
MAE+MTP(ViT-B+RVSA)	Category mIoU 52.39	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
ViT-B + RVSA-UperNet	Category mIoU 51.95	Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model 2022-08-08	코드 1 · 코드 2
HRNetw32	Category mIoU 49.79	LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation 2021-10-17	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5