HyperAI초신경

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

한국어

HyperAI초신경

Semantic Segmentation On Synthia To

평가 지표

Mean IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Mean IoU	Paper Title	Repository
SePiCo	64.3	SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation
TransDA-B	59.3	Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
DAFormer + ProCST	61.6	ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer
DAFormer	60.9	DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
HRDA	65.8	HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
HRDA + PiPa	68.2	PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
MIC	67.3	MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

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