MOTer: TransCenter_Pub_CH

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

MOTer

Detector:

Public

Description:

TransCenter on public detections trained with COCO, CrowdedHuman and MOT.

Reference:

Y. Xu, Y. Ban, G. Delorme, C. Gan, D. Rus, X. Alameda-Pineda. TransCenter: Transformers with Dense Queries for Multiple-Object Tracking. In arXiv, 2021.

Last submitted:

March 12, 2021 (6 months ago)

Published:

March 28, 2021 at 15:54:32 CET

Submissions:

3

Open source:

Yes

Hardware:

RTX TiTan

Runtime:

1.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1771.962.354.1894 (38.0)534 (22.7)17,378137,00875.796.149.959.054.376.063.080.083.71.04,046 (0.0)7,929 (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-DPM49.840.337.1894482,74557.489.233.242.035.472.446.271.881.61.04675
MOT17-01-FRCNN49.840.136.3894802,70958.088.631.542.335.969.146.771.481.61.14779
MOT17-01-SDP50.439.736.4894902,66258.788.531.242.835.669.147.471.481.51.14986
MOT17-03-DPM89.673.863.812652,5148,16792.297.556.372.560.778.577.281.684.11.7226620
MOT17-03-FRCNN88.273.763.412382,5059,61990.897.456.471.660.679.176.181.784.21.7224600
MOT17-03-SDP88.973.063.412292,7318,69791.797.256.072.060.578.376.881.484.21.8240658
MOT17-06-DPM61.256.347.076564973,90066.994.143.151.649.773.755.477.983.30.4170242
MOT17-06-FRCNN63.556.847.582425433,55269.993.842.553.549.073.257.777.583.10.5201307
MOT17-06-SDP62.956.947.684505563,61769.393.643.053.049.473.657.377.483.20.5194284
MOT17-07-DPM58.748.140.81586836,10063.994.035.348.238.869.951.976.482.11.4190439
MOT17-07-FRCNN58.848.540.71566746,08564.094.135.148.438.571.652.076.582.11.3194438
MOT17-07-SDP59.847.740.81667025,88565.294.034.749.138.370.252.976.382.01.4197451
MOT17-08-DPM46.236.134.6222142210,66249.596.130.839.634.965.841.480.484.00.7280424
MOT17-08-FRCNN45.736.534.4212139510,81548.896.330.939.135.166.840.980.784.10.6269411
MOT17-08-SDP46.636.134.5222042710,57150.096.130.539.834.965.541.780.383.90.7279432
MOT17-12-DPM59.562.352.430283343,12164.094.353.451.561.277.355.081.185.90.451127
MOT17-12-FRCNN59.361.852.130292723,20863.095.353.351.060.777.454.181.985.90.350108
MOT17-12-SDP59.761.752.430273613,07764.593.953.651.560.777.455.280.485.80.453125
MOT17-14-DPM34.936.528.9176167411,05040.291.728.729.931.566.831.672.179.60.9316585
MOT17-14-FRCNN36.937.129.5195584310,44543.590.527.932.131.364.434.271.279.11.1383697
MOT17-14-SDP37.638.230.1205582710,32144.290.828.732.631.665.234.771.479.11.1387741

Raw data: