2D Object Detection On Dronevehicle

المقاييس

Val/mAP50

test/mAP

test/mAP50

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

				Paper Title
CALNet	76.4	-	75.4	-
CAGTDet	74.6	-	-	-
C2Former	74.2	42.8	72.8	$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection
TSFADet	73.1	-	70.4	Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection
AR-CNN	71.6	-	-	Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection
CIAN	70.2	-	-	CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation
HalfwayFusion	68.2	-	-	Multispectral Deep Neural Networks for Pedestrian Detection
UA-CMDet	-	40.1	64.0	Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning
TarDAL	-	43.3	72.6	Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection
GLFNet	-	42.9	71.4	-
OAFA	-	-	79.4	Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection

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2D Object Detection On Dronevehicle | SOTA | HyperAI