MOT Challenge

ITM: Pivot Correlation Network for Online Multi-object Tracking

MOT17-01-DPM

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

MOT17-12-SDP

MOT17-14-SDP

Benchmark:

MOT20 | MOT17 | MOT16 | MOT15 |

Short name:

ITM

Detector:

Public

Description:

Reference:

Pivot Correlation Network for Online Multi-object Tracking

Last submitted:

November 12, 2020 (10 months ago)

Published:

November 12, 2020 at 03:34:01 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.0 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	59.3	58.5	0.0	629 (26.7)	653 (27.7)	24,226	201,771	64.2	93.7	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.4	3,463 (53.9)	5,862 (91.3)

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	42.2	44.2	0.0	6	10	346	3,350	48.1	90.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.8	35	63
MOT17-01-FRCNN	42.1	41.5	0.0	6	10	346	3,353	48.0	90.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.8	35	64
MOT17-01-SDP	42.0	40.0	0.0	6	10	350	3,355	48.0	89.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.8	38	64
MOT17-03-DPM	73.3	68.2	0.0	76	15	4,322	23,505	77.5	94.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	2.9	156	462
MOT17-03-FRCNN	74.3	68.1	0.0	83	15	4,789	21,953	79.0	94.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	3.2	159	465
MOT17-03-SDP	73.2	69.5	0.0	76	15	4,318	23,528	77.5	94.9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	2.9	158	464
MOT17-06-DPM	59.1	57.5	0.0	74	53	537	4,055	65.6	93.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	232	281
MOT17-06-FRCNN	59.4	61.1	0.0	69	54	486	4,149	64.8	94.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	144	300
MOT17-06-SDP	59.1	57.5	0.0	73	55	519	4,072	65.4	93.7	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	224	275
MOT17-07-DPM	47.4	46.7	0.0	9	15	619	8,138	51.8	93.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.2	136	319
MOT17-07-FRCNN	46.8	42.4	0.0	10	15	606	8,193	51.5	93.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.2	182	357
MOT17-07-SDP	46.9	42.9	0.0	9	15	612	8,186	51.5	93.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.2	178	352
MOT17-08-DPM	29.0	30.9	0.0	10	36	324	14,589	30.9	95.3	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5	91	165
MOT17-08-FRCNN	29.0	31.3	0.0	10	36	320	14,578	31.0	95.3	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5	94	167
MOT17-08-SDP	29.0	31.1	0.0	10	36	316	14,574	31.0	95.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.5	101	170
MOT17-12-DPM	46.6	52.8	0.0	18	31	368	4,214	51.4	92.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	47	88
MOT17-12-FRCNN	46.6	54.5	0.0	18	31	367	4,217	51.3	92.4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	47	86
MOT17-12-SDP	46.5	52.8	0.0	18	31	376	4,215	51.4	92.2	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	46	87
MOT17-14-DPM	36.5	38.9	0.0	16	56	1,442	9,842	46.8	85.7	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.9	459	549
MOT17-14-FRCNN	36.5	39.0	0.0	16	57	1,431	9,856	46.7	85.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.9	449	542
MOT17-14-SDP	36.5	39.0	0.0	16	57	1,432	9,849	46.7	85.8	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.9	452	542

Raw data:

ITM