Real Time Semantic Segmentation On Nyu Depth 1

Métriques

Speed(ms/f)

mIoU

Résultats

Résultats de performance de divers modèles sur ce benchmark

			Paper Title
PSPNet101	72	43.2	Pyramid Scene Parsing Network
PSPNet50	47	41.8	Pyramid Scene Parsing Network
Light-Weight-RefineNet-152	36	44.4	Light-Weight RefineNet for Real-Time Semantic Segmentation
TD2-PSP50	35	43.5	Temporally Distributed Networks for Fast Video Semantic Segmentation
Light-Weight-RefineNet-101	27	43.6	Light-Weight RefineNet for Real-Time Semantic Segmentation
Light-Weight-RefineNet-50	20	41.7	Light-Weight RefineNet for Real-Time Semantic Segmentation
TD4-PSP18	19	37.4	Temporally Distributed Networks for Fast Video Semantic Segmentation
PSPNet18	19	35.9	Pyramid Scene Parsing Network
AsymFormer	15.3	54.1	AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation
Multi-Task Light-Weight-RefineNet	13	42.0	Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations

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Real Time Semantic Segmentation On Nyu Depth 1 | SOTA | HyperAI