MOT Challenge

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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.

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.

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

Benchmark:

MOT17 |

Short name:

PHD_GM

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:

June 15, 2018 (5 years ago)

Published:

July 16, 2020 at 13:03:30 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

i7 16GB RAM

Runtime:

22.3 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	48.8	43.2	0.0	449 (19.1)	830 (35.2)	26,260	257,971	54.3	92.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	4,407 (81.2)	6,448 (118.8)

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	31.9	29.0	0.0	4	11	273	4,055	37.1	89.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	64	84
MOT17-01-FRCNN	29.1	34.3	0.0	6	10	1,286	3,249	49.6	71.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.9	37	57
MOT17-01-SDP	43.2	38.0	0.0	6	5	820	2,776	57.0	81.8	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.8	67	108
MOT17-03-DPM	50.2	37.2	0.0	28	26	6,143	44,912	57.1	90.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	4.1	1,042	1,541
MOT17-03-FRCNN	57.8	46.9	0.0	37	26	2,251	41,466	60.4	96.6	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	495	651
MOT17-03-SDP	72.4	53.0	0.0	68	12	2,326	25,916	75.2	97.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.6	663	944
MOT17-06-DPM	45.5	50.5	0.0	37	100	577	5,701	51.6	91.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.5	144	205
MOT17-06-FRCNN	53.1	54.2	0.0	54	62	759	4,623	60.8	90.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	150	209
MOT17-06-SDP	56.2	56.0	0.0	72	67	791	4,229	64.1	90.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.7	142	203
MOT17-07-DPM	35.6	39.1	0.0	5	25	856	9,877	41.5	89.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	146	232
MOT17-07-FRCNN	34.8	39.2	0.0	5	20	1,153	9,727	42.4	86.1	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.3	142	275
MOT17-07-SDP	47.0	43.1	0.0	11	16	958	7,819	53.7	90.5	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.9	169	270
MOT17-08-DPM	25.1	27.5	0.0	9	35	938	14,709	30.4	87.2	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	169	198
MOT17-08-FRCNN	24.1	28.9	0.0	8	37	789	15,138	28.3	88.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.3	110	133
MOT17-08-SDP	29.5	30.3	0.0	12	35	919	13,756	34.9	88.9	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.5	212	260
MOT17-12-DPM	43.1	48.8	0.0	19	33	516	4,329	50.1	89.4	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	85	99
MOT17-12-FRCNN	40.0	49.9	0.0	16	39	539	4,618	46.7	88.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	44	55
MOT17-12-SDP	45.4	54.2	0.0	19	34	586	4,081	52.9	88.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.7	64	79
MOT17-14-DPM	22.3	29.9	0.0	9	96	486	13,768	25.5	90.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	0.6	116	181
MOT17-14-FRCNN	22.0	33.8	0.0	12	79	2,007	12,236	33.8	75.7	0.0	0.0	0.0	0.0	0.0	0.0	100.0	2.7	168	361
MOT17-14-SDP	32.6	38.8	0.0	12	62	1,287	10,986	40.6	85.3	0.0	0.0	0.0	0.0	0.0	0.0	100.0	1.7	178	303

Raw data:

download

RTAT

PHD_GM

AFN17

PHD_GM: PHD_PM_OM