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