BDD100K
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BDD100K (500 tracked image pairs)
2,223True Positives (TP)
7
BDD100K 3 domains translation
42.53FID
7
BDD100K 2 domains translation
40.53FID
7
BDD100K 1 domain translation
40.15FID
7
BDD100K (test)
83.4mAP50
7
BDD100K-APS (val)
46.3APQ
7
BDD100K 500-image tracked evaluation
98.8SSIM
6
BDD100K (10%)
61.17mIoU
6
BDD100K N=2.00M
4,197Index RSS (MB)
6
All Synthetic to BDD100K (val)
47.2mAP
6
BDD100K (val)
60.8IoU
5
BDD100K (val)
85.2IoU
5
BDD100k Daytime (test)
46.9AP (person)
5
BDD100K to CityScapes (test)
67.46mIoU
5
BDD100K (val)
23.6APmask
5
BDD100K
85.03Accuracy
5
BDD100K BDD-41
66.5mIoU
4
BDD100K (val)
47.6mAP@.5:.95
4
BDD100K
19.4PQ
4
BDD100K Normal vs. Anomalous (test)
0.443Normal Uncertainty
3
BDD100K Gas Station
72.1mIoU
3
BDD100K Gas Station
63.7Accuracy
3
BDD100K Tunnel
87.3mIoU (%)
3
BDD100K Tunnel
85.2Accuracy
3
BDD100K Foggy
80.4mIoU
3