MOT Challenge

MOT17-14-DPM

MOT17-01-DPM

MOT17-03-DPM

MOT17-06-DPM

MOT17-07-DPM

MOT17-08-DPM

MOT17-12-DPM

MOT17-14-DPM

MOT17-01-FRCNN

MOT17-03-FRCNN

MOT17-06-FRCNN

MOT17-07-FRCNN

MOT17-08-FRCNN

MOT17-12-FRCNN

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 |

Short name:

PHD_LMP

Detector:

Public

Description:

n/a

Reference:

R. Sanchez-Matilla, A. Cavallaro. Motion Prediction for First-person Vision Multi-object Tracking. In ECCVw, 2020.

Last submitted:

January 30, 2019 (5 years ago)

Published:

July 16, 2020 at 13:12:24 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

i7 16GB RAM

Runtime:

29.4 Hz

Benchmark performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
MOT17	45.9	42.5	0.0	364 (15.5)	892 (37.9)	27,946	272,196	51.8	91.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.6	4,977 (96.2)	6,985 (135.0)

Detailed performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
MOT17-01-DPM	26.0	32.5	0.0	3	13	154	4,595	28.8	92.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.3	21	42
MOT17-01-FRCNN	31.0	36.3	0.0	6	10	1,120	3,298	48.9	73.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.5	32	46
MOT17-01-SDP	42.1	41.1	0.0	7	5	906	2,742	57.5	80.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.0	85	112
MOT17-03-DPM	45.7	37.3	0.0	26	35	5,706	50,536	51.7	90.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	3.8	629	1,107
MOT17-03-FRCNN	55.8	46.2	0.0	34	29	1,804	44,095	57.9	97.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.2	367	544
MOT17-03-SDP	72.0	55.4	0.0	67	13	2,515	26,147	75.0	96.9	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	621	990
MOT17-06-DPM	36.9	44.9	0.0	25	109	861	6,360	46.0	86.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.7	213	295
MOT17-06-FRCNN	44.2	48.9	0.0	39	66	1,061	5,262	55.3	86.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	253	321
MOT17-06-SDP	47.3	51.4	0.0	60	65	1,335	4,544	61.4	84.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.1	327	396
MOT17-07-DPM	35.6	36.6	0.0	5	25	905	9,838	41.8	88.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.8	139	214
MOT17-07-FRCNN	33.5	38.3	0.0	4	20	886	10,230	39.4	88.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.8	118	239
MOT17-07-SDP	46.2	43.0	0.0	10	14	1,131	7,773	54.0	89.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.3	191	300
MOT17-08-DPM	23.5	26.6	0.0	6	39	866	15,151	28.3	87.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.4	137	170
MOT17-08-FRCNN	22.1	26.6	0.0	6	41	591	15,787	25.3	90.0	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.9	72	92
MOT17-08-SDP	29.6	30.7	0.0	10	34	716	13,959	33.9	90.9	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.1	204	243
MOT17-12-DPM	36.7	43.8	0.0	13	42	679	4,757	45.1	85.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.8	54	81
MOT17-12-FRCNN	36.2	46.8	0.0	11	49	385	5,118	40.9	90.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.4	28	40
MOT17-12-SDP	42.7	53.0	0.0	19	37	680	4,232	51.2	86.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.8	56	66
MOT17-14-DPM	15.7	22.7	0.0	2	106	986	14,341	22.4	80.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.3	248	338
MOT17-14-FRCNN	16.3	29.3	0.0	6	79	2,352	12,550	32.1	71.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	3.1	566	651
MOT17-14-SDP	25.3	33.3	0.0	5	61	2,307	10,881	41.1	76.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	3.1	616	698

Raw data:

download

MOT_FCG_plus

PHD_LMP

AFN17

PHD_LMP: Global Motion PHD-PF with LMP