FMv2: one-shot multi-object tracking

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

FMv2

Detector:

Private

Description:

Modified version based on FairMOT
Use the same data set as FairMOT

Reference:

Last submitted:

March 29, 2021 (13 days ago)

Published:

March 02, 2021 at 08:50:08 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

2 RTX2080TI and inter Xeon(R) CPU E5-2620 v4@2.10Ghz*32 mermory 64GB

Runtime:

15.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1774.269.858.281.1975 (41.4)408 (17.3)17,124125,53277.896.256.260.460.080.564.579.883.51.02,964 (0.0)7,635 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM59.358.449.081.0971452,45262.096.549.448.953.382.351.480.183.60.328102
MOT17-01-FRCNN59.358.449.081.0971452,45262.096.549.448.953.382.351.480.183.60.328102
MOT17-01-SDP59.358.449.081.0971452,45262.096.549.448.953.382.351.480.183.60.328102
MOT17-03-DPM89.979.067.082.313102,8447,54092.897.261.573.365.681.978.181.884.41.9221612
MOT17-03-FRCNN89.979.067.082.313102,8447,54092.897.261.573.365.681.978.181.884.41.9221612
MOT17-03-SDP89.979.067.082.313102,8447,54092.897.261.573.365.681.978.181.884.41.9221612
MOT17-06-DPM65.066.953.078.797345553,36171.593.853.553.158.078.157.675.681.80.5210290
MOT17-06-FRCNN65.066.953.078.797345553,36171.593.853.553.158.078.157.675.681.80.5210290
MOT17-06-SDP65.066.953.078.797345553,36171.593.853.553.158.078.157.675.681.80.5210290
MOT17-07-DPM64.157.447.580.01764595,49867.596.143.851.945.979.055.178.582.50.9114375
MOT17-07-FRCNN64.157.447.580.01764595,49867.596.143.851.945.979.055.178.582.50.9114375
MOT17-07-SDP64.157.447.580.01764595,49867.596.143.851.945.979.055.178.582.50.9114375
MOT17-08-DPM43.840.734.680.5172124511,46245.797.533.636.235.573.937.580.082.90.4175454
MOT17-08-FRCNN43.840.734.680.5172124511,46245.797.533.636.235.573.937.580.082.90.4175454
MOT17-08-SDP43.840.734.680.5172124511,46245.797.533.636.235.573.937.580.082.90.4175454
MOT17-12-DPM56.766.251.880.323244083,31661.792.957.547.160.182.550.776.382.80.533164
MOT17-12-FRCNN56.766.251.880.323244083,31661.792.957.547.160.182.550.776.382.80.533164
MOT17-12-SDP56.766.251.880.323244083,31661.792.957.547.160.182.550.776.382.80.533164
MOT17-14-DPM48.757.040.573.931441,0528,21555.690.742.738.945.973.142.268.978.01.4207548
MOT17-14-FRCNN48.757.040.573.931441,0528,21555.690.742.738.945.973.142.268.978.01.4207548
MOT17-14-SDP48.757.040.573.931441,0528,21555.690.742.738.945.973.142.268.978.01.4207548

Raw data: