TSL: Multi-view Trajectory Contrastive Learning

MOT17-01-DPM


Benchmark:

Short name:

TSL

Detector:

Private

Description:

MTrack:Multi-view Trajectory Contrastive Learning

Reference:

Last submitted:

October 24, 2021 (1 month ago)

Published:

October 24, 2021 at 05:32:35 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

GTX1080Ti(x4)

Runtime:

17.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1771.573.459.81,008 (42.8)372 (15.8)39,750116,93179.391.860.459.665.178.365.976.383.42.24,110 (0.0)8,979 (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-DPM50.357.047.1956852,43462.385.449.245.453.878.151.470.682.11.586176
MOT17-01-FRCNN50.357.047.1956852,43462.385.449.245.453.878.151.470.682.11.586176
MOT17-01-SDP50.357.047.1956852,43462.385.449.245.453.878.151.470.682.11.586176
MOT17-03-DPM88.284.969.713305,5586,54593.794.667.272.472.080.879.079.784.33.7240780
MOT17-03-FRCNN88.284.969.713305,5586,54593.794.667.272.472.080.879.079.784.33.7240780
MOT17-03-SDP88.284.969.713305,5586,54593.794.667.272.472.080.879.079.784.33.7240780
MOT17-06-DPM63.264.150.981416343,45670.792.949.952.355.475.157.074.981.60.5251329
MOT17-06-FRCNN63.264.150.981416343,45670.792.949.952.355.475.157.074.981.60.5251329
MOT17-06-SDP63.264.150.981416343,45670.792.949.952.355.475.157.074.981.60.5251329
MOT17-07-DPM60.359.347.82071,2215,33568.490.445.550.749.073.856.174.282.62.4147471
MOT17-07-FRCNN60.359.347.82071,2215,33568.490.445.550.749.073.856.174.282.62.4147471
MOT17-07-SDP60.359.347.82071,2215,33568.490.445.550.749.073.856.174.282.62.4147471
MOT17-08-DPM43.844.937.7201857311,03447.894.638.837.242.369.539.077.381.80.9258524
MOT17-08-FRCNN43.844.937.7201857311,03447.894.638.837.242.369.539.077.381.80.9258524
MOT17-08-SDP43.844.937.7201857311,03447.894.638.837.242.369.539.077.381.80.9258524
MOT17-12-DPM56.466.752.840179462,78967.886.158.348.165.274.255.069.882.21.14679
MOT17-12-FRCNN56.466.752.840179462,78967.886.158.348.165.274.255.069.882.21.14679
MOT17-12-SDP56.466.752.840179462,78967.886.158.348.165.274.255.069.882.21.14679
MOT17-14-DPM38.555.841.333363,6337,38460.075.345.038.449.171.147.059.079.34.8342634
MOT17-14-FRCNN38.555.841.333363,6337,38460.075.345.038.449.171.147.059.079.34.8342634
MOT17-14-SDP38.555.841.333363,6337,38460.075.345.038.449.171.147.059.079.34.8342634

Raw data: