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ResearchFormerly WizWand

Latency and Throughput on Cityscapes (val)

4Latency (ms)BiSeNet
-21.32149.59320.5491.41Aug 2, 2018
Updated 8mo ago

Evaluation results

MethodLinks
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=640x360, Backbone=Xception392018.084285.2
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=640x360, Backbone=Xception392018.085203.5
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=640x360, Backbone=ResNet-182018.085205.7
ENetGPU Hardware=NVIDIA Titan X, Resolution=640x360, Backbone=From scratch2018.087135.4
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=1280x720, Backbone=Xception392018.088124.1
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=640x360, Backbone=ResNet-182018.088129.4
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=1280x720, Backbone=Xception392018.081282.3
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=1280x720, Backbone=ResNet-182018.081378.8
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=1920x1080, Backbone=Xception392018.081857.3
ENetGPU Hardware=NVIDIA Titan X, Resolution=1280x720, Backbone=From scratch2018.082146.8
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=1280x720, Backbone=ResNet-182018.082147.9
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=1920x1080, Backbone=Xception392018.082441.4
BiSeNetGPU Hardware=NVIDIA Titan XP, Resolution=1920x1080, Backbone=ResNet-182018.082934.4
BiSeNetGPU Hardware=NVIDIA Titan X, Resolution=1920x1080, Backbone=ResNet-182018.084323
ENetGPU Hardware=NVIDIA Titan X, Resolution=1920x1080, Backbone=From scratch2018.084621.6
SegNetGPU Hardware=NVIDIA Titan X, Resolution=640x360, Backbone=VGG162018.086914.6
SegNetGPU Hardware=NVIDIA Titan X, Resolution=1280x720, Backbone=VGG162018.082893.5
SegNetGPU Hardware=NVIDIA Titan X, Resolution=1920x1080, Backbone=VGG162018.086371.6