MOT Challenge

MOT17-12-FRCNN

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

MOT17-01-SDP

MOT17-03-SDP

MOT17-06-SDP

MOT17-07-SDP

MOT17-08-SDP

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:

STRN_MOT17

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 04:46:33 CET

Submissions:

Project page / code:

n/a

Open source:

Yes

Hardware:

GPU

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
MOT17	50.9	56.0	42.6	446 (18.9)	797 (33.8)	25,295	249,365	55.8	92.6	44.2	41.2	47.9	73.2	43.9	72.9	79.0	1.4	2,397 (43.0)	9,363 (167.8)

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	36.7	47.5	34.5	3	9	285	3,757	41.8	90.4	40.4	29.5	44.6	70.0	31.2	67.6	76.1	0.6	43	159
MOT17-01-FRCNN	36.5	47.3	38.2	5	9	514	3,563	44.8	84.9	45.0	32.6	49.7	77.2	35.9	68.1	81.0	1.1	18	102
MOT17-01-SDP	38.2	51.7	38.1	7	6	1,051	2,905	55.0	77.1	41.0	35.8	44.5	71.4	42.3	59.3	77.4	2.3	30	214
MOT17-03-DPM	55.2	58.1	43.0	35	24	4,880	41,800	60.1	92.8	42.0	44.2	44.6	73.6	46.9	72.4	77.8	3.3	260	1,446
MOT17-03-FRCNN	58.9	60.0	46.6	40	25	2,752	40,087	61.7	95.9	46.3	47.3	49.6	77.0	49.7	77.2	80.6	1.8	193	742
MOT17-03-SDP	70.2	68.5	51.8	61	15	2,881	28,018	73.2	96.4	49.4	54.5	52.8	74.3	57.6	75.8	79.4	1.9	247	2,148
MOT17-06-DPM	49.6	57.9	41.7	39	94	436	5,429	53.9	93.6	45.6	38.4	53.8	64.0	40.7	70.6	76.9	0.4	80	282
MOT17-06-FRCNN	55.7	60.7	47.3	56	71	505	4,623	60.8	93.4	48.3	46.4	58.4	66.1	49.5	76.1	81.3	0.4	93	261
MOT17-06-SDP	57.5	63.1	47.0	66	70	506	4,415	62.5	93.6	48.7	45.6	58.1	64.4	48.8	73.1	79.3	0.4	93	263
MOT17-07-DPM	44.1	49.4	35.3	7	20	766	8,595	49.1	91.5	35.8	34.9	37.8	69.8	37.1	69.2	76.9	1.5	83	401
MOT17-07-FRCNN	39.6	43.8	33.8	6	16	907	9,161	45.8	89.5	34.8	33.6	37.2	72.1	36.0	70.3	78.5	1.8	136	432
MOT17-07-SDP	48.1	51.9	38.4	13	11	1,060	7,560	55.2	89.8	37.7	39.3	40.5	69.2	42.8	69.5	78.4	2.1	145	449
MOT17-08-DPM	27.9	36.9	29.7	7	35	712	14,424	31.7	90.4	37.2	23.8	40.7	70.0	25.0	71.3	79.7	1.1	95	253
MOT17-08-FRCNN	25.5	34.7	30.6	7	37	561	15,107	28.5	91.5	41.5	22.7	44.7	75.1	23.5	75.6	81.7	0.9	64	136
MOT17-08-SDP	30.3	39.3	32.4	10	34	692	13,898	34.2	91.3	40.2	26.3	43.8	71.0	27.5	73.5	80.1	1.1	131	305
MOT17-12-DPM	42.7	52.8	39.5	17	43	546	4,370	49.6	88.7	43.4	35.9	49.1	66.7	38.8	69.5	78.5	0.6	47	136
MOT17-12-FRCNN	38.8	54.2	41.4	14	46	643	4,633	46.5	86.3	50.4	34.2	54.3	75.7	37.5	69.5	80.7	0.7	25	79
MOT17-12-SDP	41.9	56.9	43.5	20	39	726	4,269	50.7	85.8	51.2	37.1	55.2	74.5	41.0	69.3	80.5	0.8	39	101
MOT17-14-DPM	30.6	41.4	29.0	11	72	954	11,754	36.4	87.6	32.3	26.2	35.0	66.1	27.9	67.0	76.7	1.3	120	326
MOT17-14-FRCNN	28.9	38.9	28.2	11	68	1,572	11,337	38.7	82.0	29.8	27.3	33.2	63.9	29.7	62.9	75.6	2.1	232	549
MOT17-14-SDP	33.8	45.8	32.3	11	53	2,346	9,660	47.7	79.0	32.9	32.0	36.8	62.9	36.4	60.2	76.0	3.1	223	579

Raw data:

download

MOT_FCG_plus

STRN_MOT17

AFN17

STRN_MOT17: Spatial-Temporal Relation Networks for Multi-Object Tracking