MOT Challenge

MOT17-01-DPM

MOT17-03-DPM

MOT17-06-DPM

MOT17-07-DPM

MOT17-08-DPM

MOT17-12-DPM

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.

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:

MOT16 | MOT17 |

Short name:

GSM_Tracktor

Detector:

Public

Description:

Reference:

Q. Liu, Q. Chu, B. Liu, N. Yu. Gsm: graph similarity model for multi-object tracking. In International Joint Conferences on Artificial Intelligence Organization, 2020.

Last submitted:

June 25, 2020 (4 years ago)

Published:

June 25, 2020 at 03:51:46 CET

Submissions:

Project page / code:

https://github.com/liuqk3/GSM

Open source:

Yes

Hardware:

TITAN XP

Runtime:

8.7 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	56.4	57.8	45.7	523 (22.2)	813 (34.5)	14,379	230,174	59.2	95.9	47.0	44.9	50.4	77.4	47.3	76.7	80.9	0.8	1,485 (25.1)	2,763 (46.7)

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	43.1	38.3	34.0	5	11	78	3,568	44.7	97.4	33.9	34.2	38.0	68.1	35.4	77.1	80.5	0.2	24	36
MOT17-01-FRCNN	43.8	39.7	35.4	6	10	191	3,411	47.1	94.1	35.6	35.4	39.0	70.9	37.3	74.4	80.1	0.4	25	43
MOT17-01-SDP	43.8	38.2	34.0	6	10	210	3,381	47.6	93.6	32.6	35.6	37.5	67.7	37.6	73.9	80.0	0.5	32	42
MOT17-03-DPM	68.5	65.5	51.3	61	18	2,168	30,643	70.7	97.2	49.5	53.4	52.3	78.5	56.4	77.4	80.8	1.4	150	259
MOT17-03-FRCNN	68.6	65.3	51.0	58	16	1,856	30,868	70.5	97.5	49.1	53.2	52.0	78.5	56.0	77.5	80.7	1.2	131	234
MOT17-03-SDP	72.6	67.8	53.2	71	17	2,809	25,731	75.4	96.6	50.7	56.2	53.8	77.8	59.7	76.5	80.3	1.9	156	352
MOT17-06-DPM	49.7	54.8	42.8	53	88	824	5,028	57.3	89.1	43.2	42.7	53.1	69.1	46.7	72.5	81.1	0.7	73	129
MOT17-06-FRCNN	52.9	58.5	45.5	56	65	995	4,469	62.1	88.0	46.1	45.4	54.6	70.6	50.2	71.2	80.5	0.8	91	161
MOT17-06-SDP	53.4	57.1	44.6	64	65	1,020	4,385	62.8	87.9	43.8	45.8	55.8	67.2	50.8	71.1	80.6	0.9	85	156
MOT17-07-DPM	45.8	47.9	37.5	7	20	234	8,858	47.6	97.2	38.9	36.6	41.0	75.8	38.0	77.7	81.1	0.5	66	142
MOT17-07-FRCNN	43.3	47.0	36.7	6	20	349	9,144	45.9	95.7	38.7	35.1	40.6	77.8	36.7	76.6	80.9	0.7	78	140
MOT17-07-SDP	46.3	47.8	37.5	9	15	376	8,616	49.0	95.7	38.3	37.2	40.8	75.3	39.0	76.1	80.6	0.8	76	173
MOT17-08-DPM	28.4	31.6	29.4	10	37	136	14,907	29.4	97.9	35.9	24.3	38.1	81.4	24.9	82.7	84.7	0.2	75	98
MOT17-08-FRCNN	27.3	30.8	28.7	9	39	143	15,160	28.2	97.7	35.1	23.5	37.1	81.3	24.0	83.1	84.9	0.2	61	80
MOT17-08-SDP	28.5	31.8	29.2	10	37	231	14,792	30.0	96.5	34.7	24.7	37.0	81.0	25.4	81.6	84.3	0.4	80	108
MOT17-12-DPM	47.2	55.5	45.6	19	39	151	4,405	49.2	96.6	52.6	39.7	57.7	76.3	41.4	81.3	84.2	0.2	22	32
MOT17-12-FRCNN	44.4	54.9	44.9	17	44	154	4,646	46.4	96.3	53.7	37.6	58.7	77.7	39.1	81.2	84.3	0.2	18	26
MOT17-12-SDP	45.3	55.4	45.4	18	43	273	4,449	48.7	93.9	52.9	39.0	58.3	75.4	41.1	79.4	84.0	0.3	19	30
MOT17-14-DPM	33.4	45.3	32.1	10	75	533	11,708	36.7	92.7	37.6	27.5	40.2	73.9	28.8	72.9	79.5	0.7	67	139
MOT17-14-FRCNN	34.2	46.3	33.0	14	75	795	11,309	38.8	90.0	38.4	28.6	41.3	72.7	30.3	70.4	78.9	1.1	67	169
MOT17-14-SDP	37.0	47.2	33.8	14	69	853	10,696	42.1	90.1	37.5	30.7	40.4	71.4	32.8	70.2	78.8	1.1	89	214

Raw data:

download

ODTI

GSM_Tracktor

AFN17

GSM_Tracktor: GSM: Graph Similarity Model for Multi-object Tracking