ArTIST_C: Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking

MOT17-01-DPM


Benchmark:

MOT20 | MOT17 | MOT16 |

Short name:

ArTIST_C

Detector:

Public

Description:

Reference:

Last submitted:

November 17, 2020 (10 months ago)

Published:

July 17, 2021 at 23:51:15 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 2080 Ti

Runtime:

4.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.359.748.9686 (29.1)801 (34.0)19,611191,20766.195.048.350.052.974.553.376.681.41.12,062 (31.2)2,940 (44.5)

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-DPM41.949.841.8886753,05052.783.446.637.852.571.142.266.978.91.52039
MOT17-01-FRCNN43.050.642.7996562,99653.684.047.938.551.374.943.067.579.11.52543
MOT17-01-SDP43.048.641.61087982,85055.881.944.739.350.569.844.665.478.51.82748
MOT17-03-DPM79.868.555.996101,91218,99481.997.850.562.455.374.865.978.881.61.3190264
MOT17-03-FRCNN80.568.956.39782,00218,26782.597.750.962.755.175.466.478.681.61.3189278
MOT17-03-SDP81.069.857.09692,06317,63883.197.751.963.256.475.166.978.681.61.4191271
MOT17-06-DPM53.954.644.659855864,73559.892.343.945.750.670.749.175.882.00.5115121
MOT17-06-FRCNN55.655.444.764766134,49261.992.243.046.950.669.050.675.481.60.5129147
MOT17-06-SDP55.656.045.163765594,54561.492.843.846.850.370.850.275.981.80.5125138
MOT17-07-DPM46.244.436.516151,4567,50255.686.634.239.636.972.544.068.679.62.9129190
MOT17-07-FRCNN46.042.535.415151,5567,43756.085.932.239.735.969.944.368.079.63.1121199
MOT17-07-SDP45.643.735.814141,6687,39456.285.132.939.736.369.144.667.479.43.3131203
MOT17-08-DPM27.834.532.4133655314,61730.892.241.825.446.275.926.478.883.80.979104
MOT17-08-FRCNN28.036.834.5133745014,69830.493.547.525.251.379.626.079.984.00.76585
MOT17-08-SDP28.136.934.5153751314,60930.892.747.225.450.780.226.379.183.90.87091
MOT17-12-DPM45.956.046.821434564,20051.590.753.840.959.573.143.877.183.80.52935
MOT17-12-FRCNN46.355.746.719433824,24951.092.054.040.559.675.043.277.984.00.42129
MOT17-12-SDP46.356.346.822444164,20951.491.554.240.660.174.843.577.384.00.52735
MOT17-14-DPM32.641.630.2127861311,72736.691.734.826.638.169.328.070.378.50.8121191
MOT17-14-FRCNN32.843.631.3127681411,48437.989.636.127.439.269.929.269.078.21.1128212
MOT17-14-SDP32.342.630.8127487011,51437.788.935.227.238.769.029.068.478.21.2130217

Raw data: