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Robust Object Detection On Dwd

Metrics

mPC [AP50]

Results

Performance results of various models on this benchmark

		Paper Title	Repository
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
SRCD	29.6	SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection	-
CDSD	28.7	Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation	-
SHADE	28.4	Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
ISW	26.3	RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
SW	26.1	Switchable Whitening for Deep Representation Learning
IBN-Net	25.5	Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
IterNorm	23.4	Iterative Normalization: Beyond Standardization towards Efficient Whitening

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Robust Object Detection On Dwd | SOTA | HyperAI