MOT Challenge

TUD-Crossing

PETS09-S2L2

ETH-Jelmoli

ETH-Linthescher

ETH-Crossing

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:

STRN

Detector:

Public

Description:

Spatial-Temporal Relation Networks for Multi-Object Tracking, ICCV2019,
https://arxiv.org/abs/1904.11489

Reference:

J. Xu, Y. Cao, Z. Zhang, H. Hu. Spatial-Temporal Relation Networks for Multi-Object Tracking. In ICCV, 2019.

Last submitted:

November 04, 2019 (5 years ago)

Published:

November 04, 2019 at 04:46:08 CET

Submissions:

Project page / code:

n/a

Open source:

Yes

Hardware:

Titan XP

Runtime:

13.8 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	38.1	46.6	33.5	83 (11.5)	241 (33.4)	5,451	31,571	48.6	84.6	33.5	33.8	38.5	58.7	37.1	64.5	76.0	0.9	1,033 (21.2)	2,665 (54.8)

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	40.3	53.6	39.1	6	6	720	4,756	48.9	86.3	44.0	34.8	47.9	66.0	38.0	67.1	77.6	1.4	76	308
ADL-Rundle-3	36.5	47.7	33.6	6	9	1,461	4,916	51.6	78.2	33.7	33.8	37.1	66.4	38.9	58.9	75.5	2.3	74	202
AVG-TownCentre	27.9	42.0	31.4	29	60	1,165	3,763	47.4	74.4	31.4	31.9	36.7	61.6	36.4	57.2	73.4	2.6	225	567
ETH-Crossing	32.1	47.2	30.4	1	14	27	651	35.1	92.9	36.0	25.8	38.6	69.5	26.8	70.9	77.3	0.1	3	22
ETH-Jelmoli	51.7	58.0	39.6	9	16	108	1,105	56.4	93.0	39.9	39.3	47.0	61.6	42.2	69.6	77.7	0.2	13	77
ETH-Linthescher	33.8	45.8	31.8	15	110	249	5,607	37.2	93.0	38.0	26.8	43.7	66.2	27.9	69.9	76.6	0.2	52	170
KITTI-16	38.1	51.4	34.1	0	1	127	892	47.6	86.4	34.7	33.5	38.7	58.6	36.1	65.5	74.8	0.6	34	125
KITTI-19	26.8	49.8	33.2	4	16	1,033	2,797	47.7	71.1	34.3	32.5	39.4	57.5	37.0	55.2	71.4	1.0	79	374
PETS09-S2L2	47.9	32.9	24.6	4	4	374	4,197	56.5	93.6	15.2	39.9	20.5	32.9	42.6	70.6	77.2	0.9	450	643
TUD-Crossing	68.0	64.1	44.8	6	0	18	324	70.6	97.7	40.8	49.2	52.3	58.3	51.9	71.9	76.8	0.1	11	62
Venice-1	39.8	51.7	36.6	3	5	169	2,563	43.8	92.2	41.1	32.7	46.5	65.9	34.5	72.7	79.5	0.4	16	115

Raw data:

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STRN: Spatial-Temporal Relation Networks for Multi-Object Tracking