MOT Challenge

DMNet: MUDMNet

A-549-run02

3T3-run02

3T3-run04

3T3-run06

3T3-run08

A-10-run02

A-10-run04

A-10-run06

A-549-run02

A-549-run04

APM-run02

APM-run04

APM-run06

BPAE-run02

BPAE-run04

BPAE-run06

CRE-BAG2-run02

CRE-BAG2-run04

CV-1-run02

CV-1-run04

LLC-MK2-run02b

LLC-MK2-run04

LLC-MK2-run06

MDBK-run02

MDBK-run04

MDBK-run06

MDBK-run08

MDBK-run10

MDOK-run02

MDOK-run04

MDOK-run06

MDOK-run08

OK-run02

OK-run04

OK-run06

PL1Ut-run02

PL1Ut-run04

RK-13-run02

U2O-S-run02

U2O-S-run04

Benchmark:

Short name:

DMNet

Description:

Reference:

Last submitted:

June 05, 2021 (2 years ago)

Published:

June 08, 2021 at 00:43:29 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Intel(R) Xeon(R) W-2195 CPU @ 2.30GHz, 36 Cores, Quadro RTX 8000

Runtime:

25.8 Hz

Benchmark performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
CTMC-v1	39.0	41.0	36.95	219 (17.1)	317 (24.7)	109,689	466,667	50.9	81.5	1.5	3,142 (0.0)	20,829 (0.0)

Detailed performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
3T3-run02	30.8	34.7	32.94	6	9	2,868	15,007	42.2	79.3	1.3	107	555
3T3-run04	49.0	48.0	46.81	9	4	2,187	8,220	60.0	85.0	1.0	81	560
3T3-run06	51.2	60.8	47.32	11	8	1,480	5,834	61.2	86.2	0.9	23	303
3T3-run08	66.1	61.8	57.44	2	2	246	939	73.6	91.4	0.2	18	104
A-10-run02	49.9	51.5	50.24	1	1	1,291	3,199	64.5	81.8	0.6	23	247
A-10-run04	2.7	2.4	2.04	0	1	0	1,166	2.8	100.0	0.0	2	0
A-10-run06	35.7	40.2	34.54	2	1	666	4,722	43.9	84.7	0.4	24	195
A-549-run02	24.8	26.3	29.21	8	12	6,978	30,810	39.1	73.9	3.1	207	1,473
A-549-run04	59.4	52.8	54.45	14	3	3,616	9,743	70.6	86.6	1.9	97	730
APM-run02	21.9	24.0	21.89	0	11	1,025	11,930	28.4	82.2	0.5	70	374
APM-run04	15.1	21.7	17.65	1	13	1,122	11,036	23.3	75.0	0.5	58	299
APM-run06	8.2	17.6	13.26	0	23	2,212	19,884	17.7	66.0	0.9	86	523
BPAE-run02	43.6	37.1	39.74	6	11	3,709	24,544	51.3	87.5	1.7	182	1,308
BPAE-run04	31.1	25.9	28.60	1	9	1,469	16,567	37.1	86.9	0.8	107	673
BPAE-run06	33.9	26.9	30.59	2	15	1,394	15,326	39.8	87.9	0.7	119	628
CRE-BAG2-run02	29.7	34.8	37.33	15	45	17,795	49,469	48.6	72.5	7.0	399	2,091
CRE-BAG2-run04	40.8	47.6	49.00	12	6	3,254	6,254	61.3	75.3	1.8	65	365
CV-1-run02	-6.7	28.5	14.87	0	1	246	692	21.3	43.2	0.8	0	7
CV-1-run04	-10.6	0.0	0.00	0	1	109	1,033	0.0	0.0	0.1	0	0
LLC-MK2-run02b	84.3	81.4	72.27	13	0	497	894	90.0	94.2	0.6	11	82
LLC-MK2-run04	63.6	64.2	56.93	2	1	434	1,909	70.4	91.3	0.2	8	80
LLC-MK2-run06	29.9	45.8	41.32	8	8	5,178	9,404	54.9	68.9	3.0	41	372
MDBK-run02	64.0	65.6	51.65	2	0	24	324	66.8	96.4	0.0	3	19
MDBK-run04	55.4	55.0	52.65	17	5	4,873	12,978	67.8	84.9	2.4	126	682
MDBK-run06	47.7	52.9	46.97	11	8	3,202	10,783	59.9	83.4	1.9	77	541
MDBK-run08	45.9	52.3	47.18	10	3	3,128	9,452	59.6	81.7	1.6	67	444
MDBK-run10	53.4	57.9	52.43	12	9	6,581	15,815	67.3	83.2	2.7	134	1,031
MDOK-run02	20.8	27.9	19.39	1	2	225	4,844	24.5	87.5	0.1	10	51
MDOK-run04	-8.8	0.9	0.00	0	2	274	2,761	1.1	10.2	0.2	2	0
MDOK-run06	59.3	79.3	65.50	3	1	1,292	1,054	81.7	78.5	0.5	1	0
MDOK-run08	5.1	16.5	12.46	1	13	1,906	13,187	17.2	58.9	1.1	25	187
OK-run02	43.1	37.8	44.57	5	10	4,447	13,416	57.6	80.4	2.1	129	781
OK-run04	44.5	42.3	44.38	4	2	707	2,770	56.2	83.4	0.8	28	140
OK-run06	33.7	36.3	35.41	4	8	3,275	16,139	45.3	80.3	1.7	125	797
PL1Ut-run02	20.2	27.6	23.10	2	18	2,613	16,987	31.1	74.6	1.9	91	643
PL1Ut-run04	20.5	25.4	22.69	1	7	1,393	9,791	30.8	75.7	0.7	51	315
RK-13-run02	58.6	61.9	50.83	6	5	1,038	5,539	65.3	91.0	1.0	35	354
U2O-S-run02	40.0	33.0	37.99	7	27	12,618	69,930	49.4	84.4	2.8	406	3,079
U2O-S-run04	61.1	57.4	55.24	20	12	4,317	12,315	71.4	87.7	2.0	104	796

Raw data:

DMNet