CVPR 2019 Detection Challenge Results

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


DetectorAPMODA MODPFAFTPFPFNPrecisionRecall
Cascade_CH
1.
0.03
-432.262.5388.997,3171,742,042283,2255.325.6
Anonymous submission
SSDT
2.
0.09
-11.068.132.6104,504146,013274,12341.727.6
Anonymous submission
ViPeD_19
3.
0.73
39.071.535.7308,545159,98371,99765.981.1
Anonymous submission
Cdetect
4.
0.75
-213.074.7258.2346,1921,156,65334,35023.091.0
Anonymous submission
PSdetect19
5.
0.75
-213.074.7258.2346,1921,156,65334,35023.091.0
Anonymous submission
SRK_ODESA
6.
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), .
FRCN101
7.
0.54
51.879.75.6222,24025,246158,30289.858.4
Anonymous submission
mot_rcnn
8.
0.49
38.480.212.3201,35255,140179,19078.552.9
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
DetectorAPMODA MODPFAFTPFPFNPrecisionRecall
Aaron
11.
0.79
23.882.156.1341,581251,05338,96157.689.8
Anonymous submission
anttst19d
12.
0.72
70.183.23.9284,36317,53196,17994.274.7
Anonymous submission

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.