Autonomous Vehicles on DFG traffic-sign dataset

Metric: mAP@0.50 (higher is better)

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#	Model↕	mAP@0.50▼	Extra Data	Paper	Date↕	Code
1	Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)	95.5	Yes	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
2	Mask R-CNN with adaptations for traffic sings (ResNet50)	95.2	No	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
3	Mask R-CNN (ResNet50)	93	No	Deep Learning for Large-Scale Traffic-Sign Detec...	2019-04-01	Code
4	Faster R-CNN	92.4	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
95.5
mAP@0.50· Extra Data· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#2Mask R-CNN with adaptations for traffic sings (ResNet50)
95.2
mAP@0.50· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#3Mask R-CNN (ResNet50)
93
mAP@0.50· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code
#4Faster R-CNN
92.4
mAP@0.50· 2019-04-01
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Code