YOONKJ17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

YOONKJ17

Detector:

Public

Description:

n/a

Reference:

K. YOON, J. GWAK, Y. SONG, Y. YOON, M. JEON. OneShotDA: Online Multi-object Tracker with One-shot-learning-based Data Association. In IEEE Access, 2020.

Last submitted:

August 02, 2019 (1 year ago)

Published:

August 10, 2019 at 10:50:58 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

i7 GTX1080ti

Runtime:

3.4 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
MOT1751.454.036.977.0500 (21.2)878 (37.3)29,051243,20256.991.743.531.448.570.833.272.879.81.62,118 (37.2)3,072 (54.0)

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-DPM36.833.526.371.35112533,79141.291.324.029.033.548.530.667.876.00.63254
MOT17-01-FRCNN25.340.20.075.9981,8142,98653.765.60.00.00.00.00.00.0100.04.02034
MOT17-01-SDP46.049.039.274.6951,3052,14866.776.736.842.244.562.851.959.678.22.92954
MOT17-03-DPM54.454.141.576.035264,06843,36058.693.839.843.643.073.546.274.079.22.7281457
MOT17-03-FRCNN60.359.20.077.442252,46738,94662.896.40.00.00.00.00.00.0100.01.6185256
MOT17-03-SDP76.970.355.578.683132,03821,96279.097.651.859.756.274.363.378.281.41.4226353
MOT17-06-DPM46.153.240.074.2431117095,57952.789.742.937.755.959.340.769.377.90.66799
MOT17-06-FRCNN49.353.30.078.459811,2054,68260.385.50.00.00.00.00.00.0100.01.089111
MOT17-06-SDP50.454.943.277.271831,3934,34063.284.241.944.858.854.350.967.879.81.2113128
MOT17-07-DPM39.942.032.274.76247929,27345.190.631.633.034.268.035.170.578.11.689121
MOT17-07-FRCNN33.639.131.674.56161,9359,11946.080.131.432.934.764.936.864.077.53.9156238
MOT17-07-SDP47.946.50.077.116141,2537,42656.088.30.00.00.00.00.00.0100.02.5118153
MOT17-08-DPM26.834.930.479.7123598514,40031.887.237.025.141.471.626.672.881.41.68492
MOT17-08-FRCNN25.735.232.278.311391,08214,55831.185.942.924.250.270.225.771.080.81.76376
MOT17-08-SDP32.433.930.579.0103493613,21537.489.432.229.338.264.431.073.981.31.5134152
MOT17-12-DPM40.951.740.377.613424184,67846.090.546.934.754.166.636.972.680.10.52438
MOT17-12-FRCNN38.752.640.778.313426544,63546.586.047.635.152.770.738.270.780.60.72836
MOT17-12-SDP41.252.843.479.121419584,10452.682.649.538.357.966.143.368.081.51.13238
MOT17-14-DPM28.440.329.575.1109547012,71731.292.537.023.639.572.224.472.478.20.65084
MOT17-14-FRCNN21.737.929.471.611752,73111,58337.371.633.526.538.361.229.957.474.53.6162272
MOT17-14-SDP38.249.336.073.115581,5859,70047.584.739.333.343.369.036.665.376.92.1136226

Raw data: