MOT Challenge

MOT17-12-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

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:

LSST17

Detector:

Public

Description:

n/a

Reference:

Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification

Last submitted:

November 14, 2018 (5 years ago)

Published:

January 18, 2019 at 10:00:42 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

i7 7700K，3.60GHz，1Core，GTX 1060

Runtime:

1.5 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	54.7	62.3	47.1	480 (20.4)	944 (40.1)	26,091	228,434	59.5	92.8	51.0	43.8	56.0	72.5	46.9	73.1	79.3	1.5	1,243 (20.9)	3,726 (62.6)

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	46.4	59.1	41.4	7	10	162	3,288	49.0	95.1	50.2	34.2	55.7	69.2	35.8	69.4	75.5	0.4	6	27
MOT17-01-FRCNN	46.3	63.0	48.4	9	8	613	2,846	55.9	85.5	58.9	39.8	65.1	76.0	44.4	67.9	79.5	1.4	7	27
MOT17-01-SDP	52.9	68.1	50.1	13	6	1,075	1,946	69.8	80.7	55.4	45.3	61.5	71.7	53.9	62.3	77.6	2.4	14	45
MOT17-03-DPM	61.2	66.2	48.7	54	18	6,832	33,575	67.9	91.2	49.2	48.5	53.3	71.9	52.7	70.8	78.0	4.6	162	341
MOT17-03-FRCNN	63.8	68.7	51.8	53	24	2,363	35,447	66.1	96.7	53.8	50.2	58.3	75.7	52.9	77.3	80.6	1.6	134	276
MOT17-03-SDP	79.5	76.1	59.1	89	12	2,746	18,555	82.3	96.9	56.9	61.6	61.2	74.8	65.5	77.2	80.7	1.8	158	378
MOT17-06-DPM	39.1	45.9	34.9	23	117	698	6,434	45.4	88.5	38.7	32.2	54.9	52.1	34.2	66.6	74.8	0.6	50	235
MOT17-06-FRCNN	48.1	51.9	40.5	42	92	790	5,281	55.2	89.2	41.4	40.0	58.7	52.4	43.0	69.5	77.1	0.7	50	199
MOT17-06-SDP	51.0	54.4	40.8	56	88	833	4,859	58.8	89.3	41.2	41.0	58.4	52.3	44.5	67.5	76.1	0.7	80	246
MOT17-07-DPM	41.2	55.0	37.4	6	24	723	9,135	45.9	91.5	42.6	33.0	45.6	71.4	34.9	69.6	76.7	1.4	70	250
MOT17-07-FRCNN	35.8	47.1	35.2	6	21	1,160	9,607	43.1	86.3	39.7	31.8	43.3	68.9	34.2	68.5	77.8	2.3	80	265
MOT17-07-SDP	48.5	56.5	41.2	14	16	1,017	7,599	55.0	90.1	42.8	40.0	46.7	70.2	43.2	70.9	78.8	2.0	76	246
MOT17-08-DPM	32.4	44.0	34.3	16	30	1,054	13,171	37.6	88.3	41.5	28.4	47.5	67.1	30.3	71.1	79.9	1.7	50	76
MOT17-08-FRCNN	29.7	42.7	36.8	14	38	810	14,007	33.7	89.8	51.9	26.2	56.4	74.9	27.7	73.7	81.7	1.3	36	56
MOT17-08-SDP	37.7	48.0	38.8	19	29	953	12,133	42.6	90.4	46.9	32.5	52.4	70.5	34.5	73.3	80.7	1.5	65	94
MOT17-12-DPM	28.7	46.2	34.1	7	66	352	5,820	32.8	89.0	47.7	24.5	50.5	72.9	25.8	69.8	78.5	0.4	8	66
MOT17-12-FRCNN	31.7	47.0	36.0	6	59	269	5,642	34.9	91.8	49.0	26.5	53.5	73.6	27.8	73.1	79.8	0.3	8	65
MOT17-12-SDP	38.1	56.5	42.1	12	55	417	4,934	43.1	90.0	54.5	32.5	58.0	77.1	34.7	72.4	80.5	0.5	15	79
MOT17-14-DPM	30.1	44.9	31.1	10	88	478	12,404	32.9	92.7	40.2	24.2	43.0	71.5	25.2	71.1	77.7	0.6	30	183
MOT17-14-FRCNN	28.3	41.8	30.3	8	79	1,275	11,896	35.6	83.8	36.4	25.5	40.3	64.5	27.3	64.3	75.4	1.7	87	307
MOT17-14-SDP	38.4	54.2	38.3	16	64	1,471	9,855	46.7	85.4	45.3	32.6	48.9	71.7	35.7	65.4	77.3	2.0	57	265

Raw data:

download

RTAT

LSST17

AFN17

LSST17: using Long term and Short term cues with Switcher-aware Tracker (Batch) for MOT17