MOT Challenge

Video not available.

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

MOT17-14-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.

Benchmark:

MOT17 |

Short name:

GMOT

Detector:

Public

Description:

n/a

Reference:

LXD, KHW @ HRI-SH

Last submitted:

November 10, 2019 (4 years ago)

Published:

November 10, 2019 at 14:13:04 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

i7 6700K, GTX 1080, python

Runtime:

5.9 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	55.4	57.9	45.3	535 (22.7)	817 (34.7)	20,608	229,511	59.3	94.2	46.6	44.4	51.8	71.3	47.2	74.9	79.9	1.2	1,403 (23.7)	2,765 (46.6)

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	43.9	52.9	41.5	5	11	250	3,356	48.0	92.5	50.3	34.4	56.1	72.0	36.4	70.3	77.3	0.6	14	24
MOT17-01-FRCNN	42.1	52.0	41.5	8	8	595	3,132	51.4	84.8	47.9	36.3	51.4	71.6	39.9	65.8	76.4	1.3	9	25
MOT17-01-SDP	43.3	55.8	42.7	7	10	554	3,088	52.1	85.9	51.0	36.0	57.0	72.0	39.7	65.3	76.7	1.2	12	23
MOT17-03-DPM	67.2	61.7	48.6	62	18	1,776	32,403	69.0	97.6	45.2	52.7	50.1	71.2	55.3	78.1	80.9	1.2	158	210
MOT17-03-FRCNN	67.9	64.8	50.4	58	19	1,523	31,897	69.5	98.0	48.4	52.8	53.3	72.3	55.4	78.0	80.8	1.0	130	211
MOT17-03-SDP	70.6	65.3	51.0	70	16	3,398	27,213	74.0	95.8	47.2	55.6	52.8	69.1	59.0	76.4	80.0	2.3	167	279
MOT17-06-DPM	51.6	57.1	43.4	39	90	248	5,410	54.1	96.3	47.2	40.2	58.4	66.9	42.2	75.1	79.4	0.2	45	158
MOT17-06-FRCNN	53.5	58.8	44.4	46	63	543	4,870	58.7	92.7	46.3	43.1	58.0	63.8	46.0	72.6	78.6	0.5	61	243
MOT17-06-SDP	54.3	59.5	45.4	51	66	494	4,823	59.1	93.4	48.3	43.1	59.3	65.9	45.9	72.6	78.5	0.4	64	226
MOT17-07-DPM	42.8	48.9	37.8	7	22	822	8,763	48.1	90.8	41.1	35.2	43.9	73.7	37.5	70.8	78.1	1.6	85	166
MOT17-07-FRCNN	39.3	45.3	35.7	7	21	1,273	8,906	47.3	86.3	37.4	34.7	39.9	72.8	37.6	68.6	78.0	2.5	78	162
MOT17-07-SDP	42.2	48.1	37.9	8	17	1,494	8,163	51.7	85.4	39.5	37.0	42.8	71.6	40.6	67.1	77.6	3.0	107	192
MOT17-08-DPM	32.4	41.0	36.4	18	35	423	13,790	34.7	94.5	48.8	27.3	53.3	75.8	28.4	77.2	81.8	0.7	63	81
MOT17-08-FRCNN	31.8	41.6	36.4	18	38	376	13,971	33.9	95.0	50.1	26.6	54.5	76.0	27.6	77.5	82.0	0.6	61	70
MOT17-08-SDP	33.9	42.2	36.8	19	32	557	13,333	36.9	93.3	47.6	28.7	52.8	74.6	30.0	75.9	81.0	0.9	73	92
MOT17-12-DPM	48.4	60.7	46.2	22	40	344	4,107	52.6	93.0	53.3	40.2	58.0	75.9	42.7	75.6	81.2	0.4	21	25
MOT17-12-FRCNN	45.7	58.9	44.9	17	42	371	4,317	50.2	92.1	53.2	38.1	57.3	77.0	40.6	74.6	81.4	0.4	20	31
MOT17-12-SDP	47.1	60.4	46.1	20	39	475	4,086	52.9	90.6	53.2	40.1	57.6	76.4	43.1	73.9	81.0	0.5	20	36
MOT17-14-DPM	29.6	44.6	31.8	16	82	1,001	11,946	35.4	86.7	40.0	25.5	43.3	70.7	27.0	66.3	75.7	1.3	60	129
MOT17-14-FRCNN	28.6	46.0	33.3	19	74	2,022	11,109	39.9	78.5	40.1	27.9	43.9	67.8	30.8	60.5	74.8	2.7	73	188
MOT17-14-SDP	29.8	46.3	33.5	18	74	2,069	10,828	41.4	78.7	39.6	28.7	43.4	67.2	31.8	60.4	74.6	2.8	82	194

Raw data:

download

RTAT

GMOT

AFN17

GMOT: