MOT Challenge

EDFDeepSORT: YOLOv3-EDF for detection + DeepSORT for tracking

3T3-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:

EDFDeepSORT

Description:

Reference:

Last submitted:

October 25, 2022 (1 year ago)

Published:

October 21, 2022 at 06:16:14 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Quadro RTX 8000

Runtime:

20.0 Hz

Benchmark performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
CTMC-v1	49.6	53.4	52.83	438 (34.1)	166 (12.9)	172,538	303,212	68.1	78.9	2.4	2,630 (0.0)	8,219 (0.0)

Detailed performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
3T3-run02	30.9	43.8	43.84	9	4	6,967	10,905	58.0	68.4	3.3	92	257
3T3-run04	53.1	55.0	57.40	14	1	4,306	5,259	74.4	78.0	2.0	74	190
3T3-run06	53.5	66.5	56.22	20	4	2,700	4,277	71.6	80.0	1.6	16	70
3T3-run08	69.0	73.5	68.18	7	1	585	507	85.7	83.9	0.4	9	17
A-10-run02	70.4	78.0	65.69	3	0	1,005	1,649	81.7	88.0	0.5	8	55
A-10-run04	4.8	66.9	67.00	1	0	1,097	46	96.2	51.3	0.9	0	5
A-10-run06	38.7	52.8	50.04	3	0	2,015	3,100	63.1	72.5	1.1	38	50
A-549-run02	46.1	49.0	55.56	24	2	13,465	13,635	73.0	73.3	5.9	148	473
A-549-run04	56.1	60.0	60.83	21	3	7,326	7,138	78.5	78.0	3.9	79	250
APM-run02	40.5	39.5	41.98	1	2	2,204	7,644	54.1	80.4	1.1	71	140
APM-run04	28.3	34.9	34.51	1	9	2,264	8,004	44.4	73.8	1.1	61	107
APM-run06	12.6	28.5	28.64	2	10	6,215	14,795	38.8	60.1	2.6	127	199
BPAE-run02	48.9	59.2	55.33	21	4	11,264	14,414	71.4	76.2	5.2	80	422
BPAE-run04	61.1	68.5	60.84	11	3	4,041	6,177	76.6	83.3	2.1	26	148
BPAE-run06	61.4	55.1	56.14	8	6	2,374	7,378	71.0	88.4	1.1	74	163
CRE-BAG2-run02	36.5	39.3	45.57	22	25	20,983	39,706	58.8	73.0	8.3	427	1,210
CRE-BAG2-run04	37.8	47.8	53.06	20	4	4,913	5,085	68.5	69.3	2.7	64	165
CV-1-run02	30.5	65.7	49.09	2	1	318	293	66.7	64.8	1.1	0	0
CV-1-run04	48.5	25.3	57.56	0	0	280	244	76.4	73.8	0.3	8	12
LLC-MK2-run02b	86.9	86.4	76.36	13	0	634	534	94.0	93.0	0.8	6	34
LLC-MK2-run04	63.6	65.8	65.09	3	0	1,217	1,119	82.7	81.4	0.6	15	25
LLC-MK2-run06	39.8	58.2	51.30	11	5	5,540	6,976	66.6	71.5	3.2	38	203
MDBK-run02	84.4	87.2	72.66	2	0	27	123	87.4	96.9	0.0	2	2
MDBK-run04	67.6	65.9	63.30	23	3	4,427	8,524	78.8	87.8	2.2	85	319
MDBK-run06	64.4	61.9	60.28	17	7	3,189	6,314	76.5	86.6	1.9	78	243
MDBK-run08	56.3	64.8	57.35	16	2	3,799	6,386	72.7	81.7	1.9	36	180
MDBK-run10	64.9	68.8	61.39	32	8	6,340	10,537	78.2	85.7	2.6	98	447
MDOK-run02	33.2	38.3	37.71	2	1	978	3,288	48.7	76.2	0.5	16	18
MDOK-run04	-13.9	1.7	0.00	0	2	424	2,753	1.4	8.4	0.3	3	6
MDOK-run06	53.9	77.5	65.05	3	1	1,607	1,054	81.7	74.6	0.7	1	0
MDOK-run08	5.3	28.8	27.77	3	7	5,302	9,748	38.8	53.8	3.0	33	90
OK-run02	50.2	49.8	52.98	17	6	5,585	10,050	68.2	79.4	2.6	124	355
OK-run04	45.9	53.1	48.27	7	5	996	2,404	62.0	79.7	1.1	19	79
OK-run06	45.6	42.4	47.60	13	4	4,438	11,486	61.0	80.2	2.3	130	316
PL1Ut-run02	35.2	38.0	40.75	10	10	4,449	11,439	53.6	74.8	3.3	95	226
PL1Ut-run04	43.4	38.5	42.49	2	1	1,630	6,319	55.3	82.8	0.8	51	110
RK-13-run02	69.7	78.3	64.85	13	2	2,086	2,738	82.9	86.4	2.0	21	135
U2O-S-run02	55.6	47.5	53.86	30	13	18,515	42,560	69.2	83.8	4.2	321	1,172
U2O-S-run04	63.5	69.7	63.88	31	10	7,033	8,604	80.0	83.0	3.3	56	326

Raw data:

EDFDeepSORT