GNNT: GNTT


Video not available.

Benchmark:

MOT17 |

Short name:

GNNT

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Anonymous submission

Processing:

Online

Last submitted:

February 22, 2020 (1 month ago)

Published:

January 19, 2020 at 00:09:21 CET

Submissions:

4

Open source:

No

Hardware:

3.60 GHZ, Core i7, GetForce GTX TITAN GPU

Runtime:

7.6 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-523.79.073.0792 (33.6)641 (27.2)3,318,414185,81967.110.2186.915,019 (223.9)4,763 (71.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM43.233.477.36101473,44246.695.30.37464
MOT17-01-FRCNN42.933.177.46101543,47146.295.10.35949
MOT17-01-SDP-771.94.866.48953,3212,55960.36.8118.535737
MOT17-03-DPM74.959.877.980142,79722,81278.296.71.9687576
MOT17-03-FRCNN69.560.978.457161,79629,86271.597.71.2260288
MOT17-03-SDP-1,567.91.764.2119101,729,10113,00687.65.01,152.73,712293
MOT17-06-DPM57.654.879.865613214,40062.795.80.3281237
MOT17-06-FRCNN57.554.879.858612594,49561.996.60.2258230
MOT17-06-SDP-5,738.80.865.313440684,1222,26880.81.4573.01,652206
MOT17-07-DPM44.138.878.48182878,77348.196.60.6384322
MOT17-07-FRCNN42.138.678.76202659,23145.496.70.5290263
MOT17-07-SDP-666.05.466.1394125,4662,97182.410.0250.9962244
MOT17-08-DPM27.930.282.1103616514,87829.697.40.3196155
MOT17-08-FRCNN26.129.882.884016615,31727.597.20.3119109
MOT17-08-SDP-473.44.064.0338112,0497,92762.510.5179.31,141260
MOT17-12-DPM46.152.981.818421424,44048.896.70.28961
MOT17-12-FRCNN45.355.182.21543354,66946.199.10.04039
MOT17-12-SDP-1,851.12.066.83226165,6752,99365.53.3184.143379
MOT17-14-DPM35.436.575.8147260210,81541.592.70.8528420
MOT17-14-FRCNN33.235.475.7147167511,22839.391.50.9449373
MOT17-14-SDP-2,335.60.964.46230440,8696,26266.12.7587.83,048458

Raw data: