ITM: Individualized Tubelet Model

MOT17-01-DPM


Benchmark:

Short name:

ITM

Detector:

Public

Description:

Reference:

Pivot Correlation Network with Individualized Tubelets for Efficient Multi-object Tracking

Last submitted:

November 12, 2020 (16 days ago)

Published:

November 12, 2020 at 03:34:01 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.0 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1759.358.577.9629 (26.7)653 (27.7)24,226201,77164.293.71.43,463 (53.9)5,862 (91.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM42.244.276.96103463,35048.190.00.83563
MOT17-01-FRCNN42.141.576.96103463,35348.090.00.83564
MOT17-01-SDP42.040.076.96103503,35548.089.80.83864
MOT17-03-DPM73.368.277.976154,32223,50577.594.92.9156462
MOT17-03-FRCNN74.368.177.483154,78921,95379.094.53.2159465
MOT17-03-SDP73.269.577.976154,31823,52877.594.92.9158464
MOT17-06-DPM59.157.579.374535374,05565.693.50.4232281
MOT17-06-FRCNN59.461.179.269544864,14964.894.00.4144300
MOT17-06-SDP59.157.579.373555194,07265.493.70.4224275
MOT17-07-DPM47.446.777.79156198,13851.893.41.2136319
MOT17-07-FRCNN46.842.477.710156068,19351.593.51.2182357
MOT17-07-SDP46.942.977.79156128,18651.593.41.2178352
MOT17-08-DPM29.030.981.6103632414,58930.995.30.591165
MOT17-08-FRCNN29.031.381.6103632014,57831.095.30.594167
MOT17-08-SDP29.031.181.6103631614,57431.095.40.5101170
MOT17-12-DPM46.652.881.218313684,21451.492.40.44788
MOT17-12-FRCNN46.654.581.318313674,21751.392.40.44786
MOT17-12-SDP46.552.881.318313764,21551.492.20.44687
MOT17-14-DPM36.538.974.916561,4429,84246.885.71.9459549
MOT17-14-FRCNN36.539.074.916571,4319,85646.785.81.9449542
MOT17-14-SDP36.539.074.916571,4329,84946.785.81.9452542

Raw data: