MOT Challenge

MOT17-03-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

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:

TLMHT_17

Detector:

Public

Description:

n/a

Reference:

H. Sheng, J. Chen, Y. Zhang, W. Ke, Z. Xiong, J. Yu. Iterative Multiple Hypothesis Tracking with Tracklet-level Association. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.

Last submitted:

June 18, 2018 (6 years ago)

Published:

July 01, 2018 at 12:29:44 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

3.0GHZ, 8 Cores

Runtime:

2.6 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	50.6	56.5	44.2	415 (17.6)	1,022 (43.4)	22,213	255,030	54.8	93.3	47.5	41.4	50.7	78.0	44.0	75.0	80.6	1.3	1,407 (25.7)	2,079 (37.9)

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	37.5	48.6	36.6	4	13	94	3,928	39.1	96.4	46.9	28.6	50.2	74.1	29.5	72.7	77.0	0.2	9	17
MOT17-01-FRCNN	30.4	48.6	40.4	9	8	1,333	3,145	51.2	71.3	47.6	34.6	51.5	76.1	42.0	58.5	79.4	3.0	12	23
MOT17-01-SDP	45.7	54.2	43.5	6	10	629	2,859	55.7	85.1	49.4	38.5	51.8	77.7	43.3	66.1	78.9	1.4	13	28
MOT17-03-DPM	58.1	60.2	45.5	39	27	2,829	40,800	61.0	95.8	45.4	46.0	47.5	79.6	48.4	75.9	79.9	1.9	178	303
MOT17-03-FRCNN	60.1	63.2	48.6	39	27	2,097	39,489	62.3	96.9	50.2	47.5	52.7	80.8	49.9	77.6	80.8	1.4	166	214
MOT17-03-SDP	74.5	68.0	54.6	75	16	2,053	24,429	76.7	97.5	50.9	58.8	53.1	80.7	62.0	78.9	81.7	1.4	245	318
MOT17-06-DPM	41.0	51.2	39.7	37	121	889	6,006	49.0	86.7	44.7	35.6	57.7	61.4	38.8	68.5	78.4	0.7	54	73
MOT17-06-FRCNN	43.8	51.6	41.4	40	92	1,130	5,427	53.9	84.9	42.4	40.6	57.5	60.6	45.1	70.9	81.5	0.9	71	93
MOT17-06-SDP	44.2	53.1	42.0	49	114	975	5,538	53.0	86.5	44.8	39.4	58.0	62.8	43.3	70.6	80.4	0.8	66	88
MOT17-07-DPM	39.0	48.9	36.6	5	27	717	9,529	43.6	91.1	41.5	32.6	44.2	74.1	34.4	71.9	78.5	1.4	63	111
MOT17-07-FRCNN	33.1	44.1	35.0	5	26	1,073	10,155	39.9	86.3	41.7	29.9	45.0	74.1	32.1	69.5	78.8	2.1	68	131
MOT17-07-SDP	40.9	50.3	38.7	6	24	842	9,076	46.3	90.3	43.1	35.0	46.0	73.9	37.4	73.0	80.6	1.7	58	102
MOT17-08-DPM	27.5	40.0	35.2	13	40	925	14,346	32.1	88.0	48.6	25.6	51.8	75.5	27.0	74.0	81.8	1.5	49	54
MOT17-08-FRCNN	24.2	36.0	32.6	11	40	829	15,136	28.3	87.8	47.9	22.3	51.3	76.2	23.5	72.8	82.1	1.3	48	60
MOT17-08-SDP	30.0	40.6	35.8	15	38	399	14,330	32.2	94.5	49.5	26.0	52.7	77.5	26.9	78.9	83.2	0.6	50	61
MOT17-12-DPM	40.0	51.5	38.5	11	44	627	4,539	47.6	86.8	43.4	34.3	47.4	72.2	37.5	68.4	79.5	0.7	32	33
MOT17-12-FRCNN	36.9	50.6	39.6	13	50	643	4,804	44.6	85.7	46.9	33.7	49.9	79.0	36.7	70.5	81.1	0.7	20	20
MOT17-12-SDP	42.6	51.1	41.0	16	45	493	4,449	48.7	89.5	45.0	37.4	47.4	78.0	40.3	74.2	82.5	0.5	36	31
MOT17-14-DPM	28.2	40.3	29.4	9	95	259	12,972	29.8	95.5	38.2	22.7	40.8	73.4	23.4	75.0	79.6	0.3	35	52
MOT17-14-FRCNN	20.0	39.2	29.0	7	86	2,142	12,569	32.0	73.4	36.5	23.3	40.1	68.3	25.8	59.2	75.8	2.9	69	151
MOT17-14-SDP	30.7	46.6	33.2	6	79	1,235	11,504	37.8	85.0	41.0	27.1	43.8	74.1	29.3	66.0	77.8	1.6	65	116

Raw data:

download

MOT_FCG_plus

TLMHT_17

AFN17

TLMHT_17: