Autonomous Vehicles on DFG traffic-sign dataset

Metric: mAP @0.5:0.95 (higher is better)

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#	Model↕	mAP @0.5:0.95▼	Extra Data	Paper	Date↕	Code
1	Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)	84.4	Yes	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
2	Mask R-CNN (ResNet50)	82.3	No	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
3	Mask R-CNN with adaptations for traffic sings (ResNet50)	82	No	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
4	Faster R-CNN	80.4	No	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code

#1Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)SOTA
84.4
mAP @0.5:0.95· Extra Data· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#2Mask R-CNN (ResNet50)
82.3
mAP @0.5:0.95· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#3Mask R-CNN with adaptations for traffic sings (ResNet50)
82
mAP @0.5:0.95· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#4Faster R-CNN
80.4
mAP @0.5:0.95· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code