SelfSupTrack: Self supervised joint detection and embedding


Video not available.

Benchmark:

MOT17 |

Short name:

SelfSupTrack

Detector:

Private

Description:

Reference:

Last submitted:

May 17, 2021 (1 month ago)

Published:

May 17, 2021 at 15:57:28 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

4 Tesla V100

Runtime:

21.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1773.371.959.2948 (40.3)438 (18.6)23,181124,92377.995.058.360.463.975.765.079.383.81.32,463 (0.0)7,881 (0.0)

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-DPM57.958.249.51053932,28664.691.449.649.653.979.754.176.683.70.934107
MOT17-01-FRCNN57.958.249.51053932,28664.691.449.649.653.979.754.176.683.70.934107
MOT17-01-SDP57.958.249.51053932,28664.691.449.649.653.979.754.176.683.70.934107
MOT17-03-DPM89.382.468.612703,2297,73092.696.864.373.469.878.278.481.984.62.2198729
MOT17-03-FRCNN89.382.468.612703,2297,73092.696.864.373.469.878.278.481.984.62.2198729
MOT17-03-SDP89.382.468.612703,2297,73092.696.864.373.469.878.278.481.984.62.2198729
MOT17-06-DPM63.967.152.873462903,85367.396.552.653.060.073.656.080.283.70.2112251
MOT17-06-FRCNN63.967.152.873462903,85367.396.552.653.060.073.656.080.283.70.2112251
MOT17-06-SDP63.967.152.873462903,85367.396.552.653.060.073.656.080.283.70.2112251
MOT17-07-DPM64.656.846.42231,0554,81371.592.040.553.645.468.458.875.782.92.1120420
MOT17-07-FRCNN64.656.846.42231,0554,81371.592.040.553.645.468.458.875.782.92.1120420
MOT17-07-SDP64.656.846.42231,0554,81371.592.040.553.645.468.458.875.782.92.1120420
MOT17-08-DPM37.839.034.6172734012,61740.396.237.632.242.565.733.379.683.10.5177409
MOT17-08-FRCNN37.839.034.6172734012,61740.396.237.632.242.565.733.379.683.10.5177409
MOT17-08-SDP37.839.034.6172734012,61740.396.237.632.242.565.733.379.683.10.5177409
MOT17-12-DPM56.863.450.826205873,12364.090.454.447.963.671.252.674.382.90.738174
MOT17-12-FRCNN56.863.450.826205873,12364.090.454.447.963.671.252.674.382.90.738174
MOT17-12-SDP56.863.450.826205873,12364.090.454.447.963.671.252.674.382.90.738174
MOT17-14-DPM50.361.544.241451,8337,21960.986.047.941.252.669.946.765.978.62.4142537
MOT17-14-FRCNN50.361.544.241451,8337,21960.986.047.941.252.669.946.765.978.62.4142537
MOT17-14-SDP50.361.544.241451,8337,21960.986.047.941.252.669.946.765.978.62.4142537

Raw data: