الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Semantic Segmentation On Syn Udtiri

المقاييس

IoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	IoU	Paper Title	Repository
RoadFormer+ (B)	94.11	RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion	-
DFormer	90.88	DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation
RoadFormer (B)	93.06	RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing	-
CAINet	91.77	Context-Aware Interaction Network for RGB-T Semantic Segmentation
RTFNet	90.50	RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes
CMX	93.31	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
OFF-Net	83.80	ORFD: A Dataset and Benchmark for Off-Road Freespace Detection
MFNet	87.70	MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes	-
RoadFormer (L)	93.51	RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing	-
SNE-RoadSeg	92.10	SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

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Semantic Segmentation On Syn Udtiri | SOTA | HyperAI