HyperAI초신경

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

한국어

HyperAI초신경

Robust Object Detection On Dwd

평가 지표

mPC [AP50]

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mPC [AP50]	Paper Title	Repository
SW	26.1	Switchable Whitening for Deep Representation Learning
CDSD	28.7	Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation
PhysAug	37.5	PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection
VLTDet	36.9	Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning
OA-DG	31.8	Object-Aware Domain Generalization for Object Detection
SHADE	28.4	Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
IterNorm	23.4	Iterative Normalization: Beyond Standardization towards Efficient Whitening
IBN-Net	25.5	Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
ISW	26.3	RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
SRCD	29.6	SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection	-

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