MOT Challenge

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MOT17-01-DPM

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

MOT17-06-DPM

MOT17-07-DPM

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

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

MOT17-14-DPM

MOT17-01-FRCNN

MOT17-03-FRCNN

MOT17-06-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.

MOT17-14-FRCNN

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

MOT17-03-SDP

MOT17-06-SDP

MOT17-07-SDP

MOT17-08-SDP

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

MOT17-14-SDP

Benchmark:

MOT17 |

Short name:

MTDF17

Detector:

Public

Description:

n/a

Reference:

Z. Fu, F. Angelini, J. Chambers, S. Naqvi. Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human Tracking. In IEEE Transactions on Multimedia, 2019.

Last submitted:

May 23, 2018 (6 years ago)

Published:

November 03, 2018 at 17:22:36 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

3.5GHz, 1 Core; GTX 1060

Runtime:

1.2 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	49.6	45.2	37.7	444 (18.9)	779 (33.1)	37,124	241,768	57.2	89.7	34.5	42.0	36.5	76.2	45.4	71.3	78.8	2.1	5,567 (97.4)	9,260 (162.0)

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	31.6	27.5	4	11	1,013	3,694	42.7	73.1	26.8	28.5	28.5	70.1	32.6	55.8	74.3	2.3	65	132
MOT17-01-FRCNN	24.3	32.2	32.2	6	11	1,094	3,743	42.0	71.2	36.0	28.8	38.3	76.2	34.2	58.0	80.9	2.4	45	63
MOT17-01-SDP	37.2	36.1	32.9	7	5	1,353	2,597	59.7	74.0	28.9	38.2	30.8	74.4	46.7	57.9	77.6	3.0	103	155
MOT17-03-DPM	56.8	43.9	35.0	37	22	5,167	39,112	62.6	92.7	27.5	45.1	28.7	74.5	48.0	71.1	77.0	3.4	992	1,685
MOT17-03-FRCNN	59.9	51.5	42.8	46	20	6,298	34,978	66.6	91.7	37.5	49.8	40.0	76.0	53.6	73.8	79.4	4.2	683	1,307
MOT17-03-SDP	72.5	55.1	47.1	71	13	3,008	25,072	76.0	96.4	38.8	57.8	40.6	78.3	61.3	77.7	81.0	2.0	728	1,365
MOT17-06-DPM	42.1	46.0	35.3	35	91	876	5,763	51.1	87.3	34.8	36.2	37.2	73.8	39.1	66.8	76.0	0.7	182	260
MOT17-06-FRCNN	51.7	56.1	44.6	49	64	861	4,637	60.7	89.2	44.8	44.8	47.7	77.4	48.8	71.8	79.6	0.7	191	269
MOT17-06-SDP	53.8	57.1	44.8	59	68	851	4,425	62.4	89.6	45.0	44.9	48.3	76.4	49.2	70.7	79.3	0.7	170	238
MOT17-07-DPM	32.1	28.2	22.4	5	22	1,515	9,657	42.8	82.7	16.7	30.7	17.3	72.7	33.3	64.2	74.9	3.0	301	481
MOT17-07-FRCNN	32.6	35.8	29.7	5	21	1,757	9,372	44.5	81.1	28.2	32.5	29.9	75.0	35.7	65.0	76.9	3.5	257	390
MOT17-07-SDP	38.1	38.4	32.1	8	18	1,432	8,838	47.7	84.9	30.1	34.8	31.8	75.4	38.2	68.0	78.6	2.9	189	330
MOT17-08-DPM	20.8	20.4	20.4	5	38	1,247	15,288	27.6	82.4	19.2	21.7	20.3	76.3	23.0	68.6	78.9	2.0	203	277
MOT17-08-FRCNN	25.7	29.6	27.8	13	34	1,206	14,283	32.4	85.0	31.1	25.2	32.8	80.4	26.8	70.5	80.3	1.9	199	232
MOT17-08-SDP	28.0	30.8	28.9	14	33	1,066	13,939	34.0	87.1	31.9	26.6	33.7	79.6	28.2	72.3	81.2	1.7	199	245
MOT17-12-DPM	38.7	46.7	37.3	12	38	814	4,412	49.1	83.9	39.3	35.7	41.4	75.8	39.3	67.1	78.1	0.9	89	124
MOT17-12-FRCNN	42.1	51.9	41.7	18	34	869	4,070	53.0	84.1	45.8	38.5	49.3	75.8	42.8	67.9	79.4	1.0	80	100
MOT17-12-SDP	43.9	55.9	45.3	18	36	813	3,979	54.1	85.2	51.8	39.8	54.7	77.9	44.2	69.7	80.6	0.9	67	92
MOT17-14-DPM	24.4	34.5	24.5	9	84	1,190	12,613	31.8	83.1	26.3	23.0	28.2	68.7	24.3	63.6	73.8	1.6	167	412
MOT17-14-FRCNN	20.8	35.7	27.9	10	66	3,034	11,248	39.1	70.5	29.2	27.5	32.4	64.2	31.3	56.4	74.2	4.0	349	576
MOT17-14-SDP	35.0	40.6	30.1	13	50	1,660	10,048	45.6	83.6	28.7	32.1	30.5	71.1	35.2	64.4	76.3	2.2	308	527

Raw data:

download

MOT_FCG_plus

MTDF17

AFN17

MTDF17: Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human Tracking