List your company
ResearchFormerly WizWand

Multi-task Perception on BDD100K

802.9FPSYOLOv8n(det)
-19.948193.676407.3620.924Oct 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
YOLOv8n(det)Parameters=3.16M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.10802.9
YOLOv8n(seg)Parameters=3.26M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.10610.49
A-YOLOM(n)Parameters=4.43M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.10172.2
YOLOPParameters=7.9M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.10134.8
YOLOv8n(det)Parameters=3.16M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.10102
A-YOLOM(s)Parameters=13.61M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.1096.2
YOLOv8n(seg)Parameters=3.26M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.1082.55
A-YOLOM(n)Parameters=4.43M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.1039.9
A-YOLOM(s)Parameters=13.61M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.1039.7
HybridNetParameters=12.83M, Batch size=32, Hardware=GTX 1080 Ti, Resolution=640x6402023.1026.9
YOLOPParameters=7.9M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.1026
HybridNetParameters=12.83M, Batch size=1, Hardware=GTX 1080 Ti, Resolution=640x6402023.1011.7