ITM: Individualized Tubelet Model

MOT17-08-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 (5 months 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1759.358.50.077.9629 (26.7)653 (27.7)24,226201,77164.293.70.00.00.00.00.00.00.01.43,463 (53.9)5,862 (91.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM42.244.20.076.96103463,35048.190.00.00.00.00.00.00.00.00.83563
MOT17-01-FRCNN42.141.50.076.96103463,35348.090.00.00.00.00.00.00.00.00.83564
MOT17-01-SDP42.040.00.076.96103503,35548.089.80.00.00.00.00.00.00.00.83864
MOT17-03-DPM73.368.20.077.976154,32223,50577.594.90.00.00.00.00.00.00.02.9156462
MOT17-03-FRCNN74.368.10.077.483154,78921,95379.094.50.00.00.00.00.00.00.03.2159465
MOT17-03-SDP73.269.50.077.976154,31823,52877.594.90.00.00.00.00.00.00.02.9158464
MOT17-06-DPM59.157.50.079.374535374,05565.693.50.00.00.00.00.00.00.00.4232281
MOT17-06-FRCNN59.461.10.079.269544864,14964.894.00.00.00.00.00.00.00.00.4144300
MOT17-06-SDP59.157.50.079.373555194,07265.493.70.00.00.00.00.00.00.00.4224275
MOT17-07-DPM47.446.70.077.79156198,13851.893.40.00.00.00.00.00.00.01.2136319
MOT17-07-FRCNN46.842.40.077.710156068,19351.593.50.00.00.00.00.00.00.01.2182357
MOT17-07-SDP46.942.90.077.79156128,18651.593.40.00.00.00.00.00.00.01.2178352
MOT17-08-DPM29.030.90.081.6103632414,58930.995.30.00.00.00.00.00.00.00.591165
MOT17-08-FRCNN29.031.30.081.6103632014,57831.095.30.00.00.00.00.00.00.00.594167
MOT17-08-SDP29.031.10.081.6103631614,57431.095.40.00.00.00.00.00.00.00.5101170
MOT17-12-DPM46.652.80.081.218313684,21451.492.40.00.00.00.00.00.00.00.44788
MOT17-12-FRCNN46.654.50.081.318313674,21751.392.40.00.00.00.00.00.00.00.44786
MOT17-12-SDP46.552.80.081.318313764,21551.492.20.00.00.00.00.00.00.00.44687
MOT17-14-DPM36.538.90.074.916561,4429,84246.885.70.00.00.00.00.00.00.01.9459549
MOT17-14-FRCNN36.539.00.074.916571,4319,85646.785.80.00.00.00.00.00.00.01.9449542
MOT17-14-SDP36.539.00.074.916571,4329,84946.785.80.00.00.00.00.00.00.01.9452542

Raw data: