MOT Challenge

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

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:

NOTA

Detector:

Public

Description:

n/a

Reference:

L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.

Last submitted:

March 25, 2019 (5 years ago)

Published:

April 21, 2019 at 11:23:03 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

17.8 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	51.3	54.5	42.3	403 (17.1)	833 (35.4)	20,148	252,531	55.2	93.9	43.6	41.3	47.6	72.8	43.8	74.5	79.9	1.1	2,285 (41.4)	5,798 (105.0)

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	39.3	48.9	35.7	3	8	236	3,657	43.3	92.2	41.2	31.1	47.9	67.2	32.6	69.4	76.0	0.5	25	86
MOT17-01-FRCNN	37.7	51.5	41.0	6	9	808	3,193	50.5	80.1	47.4	35.6	54.7	72.8	40.7	64.6	79.6	1.8	15	58
MOT17-01-SDP	44.0	51.1	39.6	7	7	864	2,721	57.8	81.2	40.4	39.1	45.9	70.3	45.1	63.4	78.2	1.9	29	98
MOT17-03-DPM	56.2	56.9	42.6	38	23	4,061	41,529	60.3	94.0	41.1	44.3	44.3	71.2	47.0	73.3	78.6	2.7	285	831
MOT17-03-FRCNN	58.8	57.3	45.1	41	23	3,072	39,863	61.9	95.5	43.6	47.0	47.0	73.4	49.6	76.6	80.4	2.0	198	500
MOT17-03-SDP	73.1	67.0	53.0	64	16	681	27,176	74.0	99.1	49.7	56.8	53.3	75.0	59.3	79.4	81.5	0.5	300	723
MOT17-06-DPM	47.0	50.0	38.2	31	93	337	5,829	50.5	94.6	40.6	36.3	52.8	59.5	38.2	71.6	77.4	0.3	79	263
MOT17-06-FRCNN	51.0	55.3	42.5	43	76	473	5,218	55.7	93.3	43.4	41.9	54.7	62.6	44.5	74.6	80.2	0.4	89	283
MOT17-06-SDP	53.6	52.5	41.0	50	72	499	4,857	58.8	93.3	39.2	43.2	54.7	55.9	46.2	73.2	79.6	0.4	110	302
MOT17-07-DPM	43.5	48.9	35.6	7	22	588	8,838	47.7	93.2	36.8	34.8	38.7	74.9	36.6	71.5	77.5	1.2	118	283
MOT17-07-FRCNN	39.5	44.9	34.4	5	19	766	9,339	44.7	90.8	36.6	33.0	39.0	74.1	35.1	71.2	78.5	1.5	117	292
MOT17-07-SDP	48.5	52.2	39.7	14	13	789	7,799	53.8	92.0	39.9	39.7	42.1	75.7	42.5	72.6	79.5	1.6	109	270
MOT17-08-DPM	28.3	35.0	30.0	9	35	548	14,517	31.3	92.3	36.3	24.8	39.6	75.7	25.8	76.2	81.8	0.9	90	163
MOT17-08-FRCNN	26.5	35.3	31.3	7	36	506	14,954	29.2	92.4	42.7	23.1	45.4	79.4	24.0	75.8	81.9	0.8	62	113
MOT17-08-SDP	30.5	37.6	32.7	10	36	417	14,149	33.0	94.4	41.2	26.2	44.9	76.2	27.2	77.7	82.3	0.7	115	183
MOT17-12-DPM	40.4	51.8	39.0	11	40	443	4,685	45.9	90.0	44.9	34.0	48.5	73.4	36.4	71.3	79.5	0.5	35	101
MOT17-12-FRCNN	37.2	50.4	38.4	11	42	366	5,055	41.7	90.8	46.8	31.7	50.2	75.9	33.6	73.2	80.7	0.4	22	75
MOT17-12-SDP	40.0	52.9	40.3	13	41	426	4,737	45.3	90.2	47.3	34.4	51.3	73.3	36.8	73.3	81.5	0.5	35	94
MOT17-14-DPM	28.1	41.2	29.5	9	87	906	12,301	33.4	87.2	35.5	24.7	38.0	71.3	26.1	68.1	77.6	1.2	86	244
MOT17-14-FRCNN	26.3	40.9	29.6	10	74	1,588	11,856	35.9	80.7	34.9	25.5	38.4	66.3	27.8	62.5	76.0	2.1	184	408
MOT17-14-SDP	33.9	48.5	34.2	14	61	1,774	10,258	44.5	82.3	38.2	30.9	41.9	67.9	34.2	63.3	76.7	2.4	182	428

Raw data:

download

ODTI

NOTA

AFN17

NOTA: Aggregate Tracklet Appearance Features for Multi-Object Tracking