STTMOT: Spatial-Temporal Transformer based MOT

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

STTMOT

Detector:

Public

Description:

Reference:

Last submitted:

January 26, 2022 (7 months ago)

Published:

March 07, 2022 at 08:41:34 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

GeForce GTX 1080 Ti

Runtime:

10.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1763.069.954.6715 (30.4)720 (30.6)23,022183,65967.494.357.851.963.975.755.477.582.11.31,842 (0.0)3,667 (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-DPM50.059.150.38112392,97653.993.660.142.265.977.044.677.582.30.51321
MOT17-01-FRCNN51.662.751.9995042,60359.688.461.544.064.580.848.571.981.31.11522
MOT17-01-SDP53.066.953.61096592,35663.586.163.145.670.076.751.569.981.21.51817
MOT17-03-DPM74.880.561.890152,74723,62277.496.763.460.466.979.763.979.882.61.854126
MOT17-03-FRCNN75.077.560.890153,75722,38578.695.661.460.566.977.564.678.682.22.548132
MOT17-03-SDP80.279.662.8105124,73115,98484.794.961.464.567.176.869.477.881.83.263180
MOT17-06-DPM53.653.143.653902725,07656.996.142.644.763.356.947.079.483.20.2125181
MOT17-06-FRCNN56.156.145.560723504,69560.295.344.446.864.857.849.678.582.90.3128229
MOT17-06-SDP56.352.843.865713934,60960.994.840.947.263.854.150.178.182.80.3148233
MOT17-07-DPM53.663.046.311172917,43256.097.049.443.752.977.045.779.182.30.6116289
MOT17-07-FRCNN53.763.546.210143507,35556.596.549.043.851.978.946.078.682.20.7115306
MOT17-07-SDP56.165.748.315134486,84559.595.751.145.953.980.048.578.081.90.9127357
MOT17-08-DPM36.448.041.523301,86511,48845.683.849.435.260.065.838.670.981.63.080101
MOT17-08-FRCNN36.247.940.520301,53311,87943.885.848.733.959.965.636.772.081.62.56676
MOT17-08-SDP38.050.441.923272,13410,83148.782.849.136.159.565.940.468.781.53.4122131
MOT17-12-DPM52.565.550.822321663,92654.796.658.444.264.479.146.281.684.30.22791
MOT17-12-FRCNN47.760.447.920392434,27150.794.856.141.062.777.243.180.584.60.32368
MOT17-12-SDP50.563.650.325324033,85455.592.357.843.864.475.946.978.084.00.436109
MOT17-14-DPM36.049.735.4157047111,21139.393.942.030.144.777.531.575.180.60.6146259
MOT17-14-FRCNN39.352.237.6205969810,32944.192.143.133.046.174.535.073.180.00.9192353
MOT17-14-SDP41.153.838.821537689,93246.391.844.134.347.274.136.672.579.91.0180386

Raw data: