HyperAI초신경

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

한국어

HyperAI초신경

Semantic Segmentation On Uavid

평가 지표

Mean IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Mean IoU	Paper Title	Repository
UNetFormer	67.8	UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
LSKNet-S	70.0	LSKNet: A Foundation Lightweight Backbone for Remote Sensing
LWGANet L2	69.1	LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks
U-Net Ensemble	73.34	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery	-
U-Net (MaxViT-S)	71.88	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery	-
LSKNet-T	69.3	LSKNet: A Foundation Lightweight Backbone for Remote Sensing
SFA-Net	70.4	SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation	-
BANet	64.6	Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images
DecoupleNet D2	65.8	DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks	-

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