SSL_MOT: Self-Supervised Learning Based Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

SSL_MOT

Detector:

Public

Description:

Reference:

Last submitted:

August 28, 2021 (3 months ago)

Published:

August 17, 2021 at 19:22:18 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

RTX2080ti

Runtime:

12.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1761.555.045.9659 (28.0)715 (30.4)16,841197,48565.095.642.450.251.560.653.278.382.20.92,957 (0.0)4,260 (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-DPM46.340.838.1611673,36347.997.938.038.240.773.539.680.983.30.13553
MOT17-01-FRCNN47.041.535.66101403,23249.995.832.539.137.862.140.978.782.80.34466
MOT17-01-SDP49.140.636.2691513,07552.395.732.440.738.561.442.878.382.50.36081
MOT17-03-DPM73.665.053.177161,58225,96075.298.048.258.856.467.261.780.582.61.1130259
MOT17-03-FRCNN74.564.852.978152,09024,52076.697.547.459.356.465.062.679.782.41.4133258
MOT17-03-SDP79.066.153.991132,93518,92081.996.746.562.955.363.366.978.981.92.0179363
MOT17-06-DPM50.546.139.458897314,95757.990.335.344.251.847.847.974.782.40.6145181
MOT17-06-FRCNN53.243.337.567678204,53361.589.830.846.153.440.650.573.882.10.7158209
MOT17-06-SDP53.144.538.471668994,45062.289.132.246.353.942.051.173.182.00.8178210
MOT17-07-DPM54.444.136.911144187,14657.795.931.044.637.852.647.178.282.10.8143215
MOT17-07-FRCNN54.443.236.413125137,03758.395.130.144.837.750.447.577.482.01.0150232
MOT17-07-SDP56.644.236.81596386,50661.594.229.446.837.348.850.076.781.81.3182263
MOT17-08-DPM33.130.429.9123528613,69235.296.331.628.438.150.929.480.584.00.5156190
MOT17-08-FRCNN31.930.428.6113626114,01833.696.530.127.238.351.428.180.784.10.4116142
MOT17-08-SDP34.530.629.7153239313,25637.295.230.129.737.249.830.979.183.40.6181234
MOT17-12-DPM52.354.946.624293133,78356.494.049.044.658.567.847.479.184.00.33760
MOT17-12-FRCNN47.256.446.719373824,16452.092.252.941.460.173.244.278.484.30.42851
MOT17-12-SDP49.754.245.826305973,70957.289.347.944.157.165.448.275.383.60.75478
MOT17-14-DPM34.033.827.4157188211,10939.989.325.230.034.444.632.071.780.21.2213273
MOT17-14-FRCNN35.234.727.318581,37910,29444.385.623.332.133.043.135.268.079.41.8307391
MOT17-14-SDP38.034.128.220561,3649,76147.286.523.634.133.940.237.368.479.41.8328451

Raw data: