CPU (ONNX Runtime)

#	Model	mAP	FPS	Latency	Params
1	yolov9e	55.7%	3.0	331.9ms	58.1M
2	yolov11x	54.8%	3.0	334.0ms	56.9M
3	rtdetr-x	54.7%	2.5	394.2ms	67.0M
4	yolov10x	54.3%	4.1	244.3ms	29.5M
5	rtdetr-r101	54.3%	2.6	385.4ms	76.0M
6	yolov8x	53.9%	2.7	369.6ms	68.2M
7	yolov11l	53.5%	4.6	218.3ms	25.3M
8	yolov10l	53.3%	5.4	184.9ms	24.4M
9	rtdetr-r50	53.2%	3.6	277.2ms	42.0M
10	rtdetr-l	53.1%	4.2	235.9ms	32.0M
11	yolov8l	53.0%	3.7	272.0ms	43.7M
12	yolov9c	53.0%	4.3	234.4ms	25.5M
13	yolov7-x	53.0%	2.9	339.6ms	71.3M
14	yolov10b	52.5%	7.3	136.2ms	19.1M
15	yolo-nas-l	52.2%	4.0	252.9ms	44.5M
16	yolov7	51.5%	4.1	243.0ms	36.9M
17	yolov9m	51.4%	5.4	185.4ms	20.1M
18	yolov11m	51.4%	5.5	180.3ms	20.1M
19	yolo-nas-m	51.4%	4.6	216.6ms	31.9M
20	yolox-x	51.2%	2.2	457.0ms	99.1M
21	yolov10m	51.1%	9.4	106.1ms	15.4M
22	yolov8m	50.2%	5.3	188.8ms	25.9M
23	yolox-l	49.6%	3.4	298.1ms	54.2M
24	rtdetr-r34	48.8%	4.6	216.0ms	31.0M
25	yolo-nas-s	47.6%	6.8	147.0ms	12.2M
26	yolov11s	47.1%	8.3	119.9ms	9.4M
27	yolox-m	47.0%	5.0	200.1ms	25.3M
28	yolov9s	46.7%	7.6	131.9ms	7.2M
29	rtdetr-r18	46.5%	5.3	187.9ms	20.0M
30	yolov10s	46.4%	17.2	58.2ms	7.2M
31	yolov8s	44.9%	7.3	137.5ms	11.2M
32	yolox-s	40.6%	8.2	121.6ms	9.0M
33	yolov11n	39.5%	9.6	104.0ms	2.6M
34	yolov10n	38.5%	28.1	35.6ms	2.3M
35	yolov9t	38.3%	10.7	93.5ms	2.0M
36	yolov8n	37.4%	10.4	96.6ms	3.2M
37	yolov7-tiny	37.4%	9.0	111.7ms	6.2M
38	yolox-tiny	32.7%	10.1	98.6ms	5.1M
39	yolox-nano	25.9%	11.3	88.4ms	0.9M