Object Detection Performance on Tesla T4 GPU TensorRT 8.2 benchmark leaderboard · SOTA2 Research

Object Detection Performance on Tesla T4 GPU TensorRT 8.2

810FPS (bs=1)YOLOv6-N

Evaluation Results

Method	Links
YOLOv6-N2022.09		810	1,323	1.2
YOLOv6-N2023.01		785	1,215	1.3
YOLOX-Tiny2022.09		766	1,393	1.3
YOLOX-Tiny2023.01		766	1,393	1.3
YOLOv5-N2022.09		702	843	1.4
YOLOv5-N2023.01		702	843	1.4
YOLOv6-T2022.09		469	677	2.1
YOLOv7-Tiny2022.09		464	568	2.1
YOLOv7-Tiny2023.01		464	568	2.1
YOLOv5-S2022.09		433	515	2.3
YOLOv5-S2023.01		433	515	2.3
YOLOv6-S2022.09		362	522	2.7
PPYOLOE-S2022.09		357	493	2.8
PPYOLOE-S2023.01		357	493	2.8
YOLOv6-S2023.01		345	498	2.9
YOLOX-S2022.09		313	489	2.6
YOLOX-S2023.01		313	489	2.6
YOLOv5-M2022.09		202	235	4.9
YOLOv5-M2023.01		202	235	4.9
YOLOv6-M2022.09		180	241	5.6
YOLOv6-M2023.01		178	238	5.6
PPYOLOE-M2022.09		163	210	6.1
PPYOLOE-M2023.01		163	210	6.1
YOLOX-M2022.09		159	204	5.3
YOLOX-M2023.01		159	204	5.3
YOLOv72022.09		128	135	7.6
YOLOv72023.01		128	135	7.6
YOLOv5-L2022.09		126	137	7.9
YOLOv5-L2023.01		126	137	7.9
YOLOv6-L-ReLU2022.09		111	145	9
PPYOLOE-L2022.09		110	145	9.1
PPYOLOE-L2023.01		110	145	9.1
YOLOv6-L2022.09		105	131	9.6
YOLOv6-L2023.01		105	125	9.5
YOLOX-L2022.09		104	117	9
YOLOX-L2023.01		104	117	9