MOT Challenge

PPByteTrack: PP-YOLOE & ByteTrack

A-10-run06

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:

PPByteTrack

Description:

Reference:

Last submitted:

June 09, 2022 (1 year ago)

Published:

June 10, 2022 at 10:50:03 CET

Submissions:

2

Project page / code:

n/a

Open source:

Yes

Hardware:

Tesla V100

Runtime:

18.5 Hz

Benchmark performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
CTMC-v1	51.0	58.5	55.16	481 (37.5)	133 (10.4)	190,267	273,567	71.2	78.0	2.6	2,010 (0.0)	12,469 (0.0)

Detailed performance:

Sequence	MOTA	IDF1	TRA	MT	ML	FP	FN	Rcll	Prcn	FAF	ID Sw.	Frag
3T3-run02	35.5	51.0	48.63	10	2	7,427	9,245	64.4	69.3	3.5	80	410
3T3-run04	56.9	62.3	62.98	20	1	4,488	4,333	78.9	78.3	2.1	42	275
3T3-run06	54.9	72.2	57.35	18	5	2,697	4,072	72.9	80.3	1.6	9	134
3T3-run08	69.0	75.1	71.07	8	1	778	319	91.0	80.6	0.6	5	29
A-10-run02	77.5	72.5	67.37	5	0	636	1,383	84.6	92.3	0.3	8	124
A-10-run04	-22.8	55.9	50.33	0	0	1,208	265	77.9	43.6	1.0	0	31
A-10-run06	49.7	61.1	59.11	5	1	2,213	2,004	76.2	74.3	1.2	15	57
A-549-run02	41.1	54.2	55.82	24	1	15,724	13,941	72.4	70.0	6.9	120	914
A-549-run04	67.2	68.0	68.61	26	1	5,851	4,986	85.0	82.8	3.1	37	410
APM-run02	40.3	46.5	50.52	4	1	4,140	5,755	65.5	72.5	2.0	49	252
APM-run04	29.5	40.4	43.67	2	4	3,774	6,308	56.2	68.2	1.8	64	201
APM-run06	11.8	28.2	32.88	3	7	7,531	13,651	43.5	58.3	3.2	145	474
BPAE-run02	58.7	65.8	57.23	24	6	7,588	13,188	73.8	83.1	3.5	39	483
BPAE-run04	55.9	66.8	59.05	10	3	5,097	6,503	75.3	79.6	2.7	21	199
BPAE-run06	60.0	61.1	59.26	9	5	3,487	6,653	73.9	84.4	1.6	52	263
CRE-BAG2-run02	36.6	47.3	48.75	38	22	24,229	36,511	62.1	71.2	9.5	281	1,626
CRE-BAG2-run04	27.6	54.3	57.19	17	3	7,539	4,122	74.5	61.5	4.1	44	337
CV-1-run02	-0.6	56.2	46.13	2	1	587	296	66.3	49.8	2.0	1	10
CV-1-run04	-28.6	41.6	52.33	0	0	1,014	310	70.0	41.6	1.0	4	24
LLC-MK2-run02b	86.7	92.5	76.47	13	0	718	473	94.7	92.2	0.9	1	29
LLC-MK2-run04	86.2	75.2	78.96	5	0	541	335	94.8	91.9	0.3	12	53
LLC-MK2-run06	31.8	53.9	47.64	10	5	6,349	7,874	62.3	67.2	3.7	16	305
MDBK-run02	88.0	91.4	75.45	3	0	27	90	90.8	97.0	0.0	0	1
MDBK-run04	67.2	66.9	64.98	25	3	5,405	7,761	80.7	85.7	2.6	47	352
MDBK-run06	61.9	63.8	60.88	17	7	3,845	6,338	76.4	84.3	2.2	63	374
MDBK-run08	53.2	63.8	56.55	15	2	4,219	6,686	71.4	79.8	2.1	39	249
MDBK-run10	66.9	69.5	65.61	33	4	6,918	9,007	81.4	85.1	2.9	76	635
MDOK-run02	10.0	28.8	34.94	1	0	2,365	3,384	47.2	56.1	1.2	24	147
MDOK-run04	-27.6	3.7	1.81	0	2	939	2,620	6.2	15.5	0.6	4	7
MDOK-run06	62.2	80.9	67.89	3	1	1,297	880	84.7	79.0	0.5	2	6
MDOK-run08	6.2	40.6	27.62	3	8	5,014	9,911	37.8	54.5	2.8	17	107
OK-run02	51.8	54.3	56.46	21	4	6,332	8,821	72.1	78.3	3.0	86	505
OK-run04	45.2	56.8	56.51	4	1	1,572	1,868	70.4	73.9	1.7	25	112
OK-run06	47.6	54.5	55.81	15	4	6,726	8,632	70.7	75.6	3.5	79	442
PL1Ut-run02	36.4	42.7	43.38	11	7	4,835	10,759	56.4	74.2	3.6	91	403
PL1Ut-run04	39.1	46.8	43.03	3	2	2,272	6,285	55.6	77.6	1.1	58	197
RK-13-run02	72.4	76.4	66.52	12	0	2,017	2,377	85.1	87.1	1.9	11	225
U2O-S-run02	60.4	56.6	56.63	32	8	16,647	37,770	72.7	85.8	3.8	305	1,701
U2O-S-run04	67.2	76.6	65.97	30	11	6,221	7,851	81.7	85.0	2.9	38	366

Raw data:

PPByteTrack