DCCRF:

PETS09-S2L2


Benchmark:

MOT15 |

Short name:

DCCRF

Detector:

Public

Description:

Reference:

H. Zhou, W. Ouyang, J. Cheng, X. Wang, H. Li. Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.

Last submitted:

June 26, 2017 (4 years ago)

Published:

April 12, 2018 at 08:22:16 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

1*Titanx

Runtime:

0.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1533.639.129.375 (10.4)271 (37.6)5,91734,00244.782.328.330.930.969.733.962.575.11.0866 (19.4)1,566 (35.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-128.340.029.9391,3005,31242.975.431.628.934.274.033.057.975.52.659125
ADL-Rundle-338.739.329.73115535,60144.989.227.532.429.869.834.468.376.80.974103
AVG-TownCentre32.343.231.428667773,83146.481.031.332.135.565.135.261.473.51.7229395
ETH-Crossing22.929.322.12164571428.886.523.720.924.980.722.166.578.00.21415
ETH-Jelmoli43.561.741.59143741,04059.080.044.738.749.768.245.061.176.60.91949
ETH-Linthescher24.132.426.3141323096,38228.589.232.821.235.674.822.169.177.70.38597
KITTI-1642.054.134.82215581252.385.233.835.936.565.839.664.676.10.71937
KITTI-1926.145.431.75111,0882,79747.770.132.431.535.265.836.353.471.11.066236
PETS09-S2L245.629.923.2446644,33555.088.914.438.015.465.740.765.874.11.5245416
TUD-Crossing58.650.537.1319634069.188.829.646.732.165.952.267.077.10.52024
Venice-124.831.924.8255562,83837.875.624.625.325.872.428.657.275.51.23669

Raw data: