MOT Challenge

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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:

MOT15 |

Short name:

SiameseCNN

Detector:

Public

Description:

n/a

Reference:

Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler. Learning by Tracking: Siamese CNN for Robust Target Association. DeepVision Workshop (CVPR), Las Vegas (Nevada, USA), June 2016.

Last submitted:

November 06, 2015 (9 years ago)

Published:

July 05, 2016 at 16:47:42 CET

Submissions:

Project page / code:

n/a

Open source:

Hardware:

3 Ghz 24 cores

Runtime:

52.8 Hz

Benchmark performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
MOT15	29.0	34.3	0.0	61 (8.5)	349 (48.4)	5,160	37,798	38.5	82.1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.9	639 (16.6)	1,316 (34.2)

Detailed performance:

Sequence	MOTA	IDF1	HOTA	MT	ML	FP	FN	Rcll	Prcn	AssA	DetA	AssRe	AssPr	DetRe	DetPr	LocA	FAF	ID Sw.	Frag
ADL-Rundle-1	25.6	41.6	0.0	9	9	1,999	4,896	47.4	68.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	4.0	33	104
ADL-Rundle-3	39.7	44.0	0.0	5	15	191	5,906	41.9	95.7	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3	33	42
AVG-TownCentre	19.3	9.1	0.0	10	101	698	4,927	31.1	76.1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.6	142	289
ETH-Crossing	27.5	32.8	0.0	1	17	20	703	29.9	93.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1	4	6
ETH-Jelmoli	42.3	50.4	0.0	11	14	315	1,119	55.9	81.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7	30	61
ETH-Linthescher	16.7	23.2	0.0	9	155	93	7,333	17.9	94.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1	9	27
KITTI-16	36.9	37.7	0.0	0	3	68	981	42.3	91.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3	24	53
KITTI-19	26.7	38.6	0.0	4	18	697	3,151	41.0	75.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7	70	276
PETS09-S2L2	34.5	27.0	0.0	3	8	672	5,364	44.4	86.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.5	282	424
TUD-Crossing	73.7	67.4	0.0	9	2	85	197	82.1	91.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	8	10
Venice-1	22.3	40.4	0.0	0	7	322	3,221	29.4	80.6	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7	4	24

Raw data:

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SiameseCNN: SiameseCNN based tracker