CVPR 2019 Detection Challenge Results

Click on a measure to sort the table accordingly. See below for a more detailed description.


DetectorAP MODAMODPFAFTPFPFNPrecisionRecall
Cascade_CH
1.
0.03
-432.262.5388.997,3171,742,042283,2255.325.6
Anonymous submission
Cdetect
2.
0.75
-213.074.7258.2346,1921,156,65334,35023.091.0
Anonymous submission
PSdetect19
3.
0.75
-213.074.7258.2346,1921,156,65334,35023.091.0
Anonymous submission
SSDT
4.
0.09
-11.068.132.6104,504146,013274,12341.727.6
Anonymous submission
Aaron
5.
0.79
23.882.156.1341,581251,05338,96157.689.8
Anonymous submission
mot_rcnn
6.
0.49
38.480.212.3201,35255,140179,19078.552.9
Anonymous submission
ViPeD_19
7.
0.73
39.071.535.7308,545159,98371,99765.981.1
Anonymous submission
FRCN101
8.
0.54
51.879.75.6222,24025,246158,30289.858.4
Anonymous submission
fpntest19
9.
0.63
54.780.49.2249,44841,307131,09485.865.6
Anonymous submission
CVPR19_det
10.
0.80
62.081.722.1334,78498,83645,75877.288.0
Anonymous submission
DetectorAP MODAMODPFAFTPFPFNPrecisionRecall
anttst19d
11.
0.72
70.183.23.9284,36317,53196,17994.274.7
Anonymous submission
SRK_ODESA
12.
0.81
75.079.412.3340,61255,25139,93086.089.5
D. Borysenko, D. Mykheievskyi, V. Porokhonskyy. ODESA: Object Descriptor that is Smooth Appearance-wise for object tracking tasks. In (to be submitted to ECCV'20), .

Benchmark Statistics

SequencesFramesBoxes
44479803370

Evaluation Measures

Lower is better. Higher is better.
Measure Better Perfect Description
AP higher 100 % Average Precision taken over a set of reference recall values (0:0.1:1)
MODA higher 100 % Multiple Object Detection Accuracy [1]. This measure combines false positives and missed targets.
MOTP higher 100 % Multiple Object Detection Precision [1]. The misalignment between the annotated and the predicted bounding boxes.
FAF lower 0 The average number of false alarms per frame.
TP higher #GT The total number of true positives.
FP lower 0 The total number of false positives.
FN lower 0 The total number of false negatives (missed targets).
Precision higher 100 % Ratio of TP / (TP+FP).
Recall higher 100 % Ratio of correct detections to total number of GT boxes.

Legend

Symbol Description
new This entry has been submitted or updated less than a week ago.

References:


[1] Stiefelhagen, R., Bernardin, K., Bowers, R., Garofolo, J.S., Mostefa, D. & Soundararajan, P. The CLEAR 2006 Evaluation. In CLEAR, 2006.