BDD100K
Benchmarks
TaskDatasetSOTA resultTrendResults
BDD100K (test)
84.73mIoU
13
BDD100k (GAMa)
35.8Accuracy @ 0.5 km (Sub-street)
12
BDD100K time-of-day
46.6Performance (Daytime)
12
BDD100K weather
0.373mAP (Rainy)
12
BDD100K
802.9FPS
12
BDD100k
88.6Accuracy
12
BDD100K Segmentation (val)
64.7mIoU
11
BDD100k daytime (val)
69.5Person
11
BDD100k (val)
14.426FID
10
BDD100K 16 classes (test)
88.6Road IoU
10
BDD100K (seen_bdd_00x)
1.78CIDEr
10
BDD100K MOT dataset (test)
23.1AP
10
BDD100k
1.02FID
10
BDD100K
33.329FID
9
BDD100K (test)
69.17Recall
9
BDD100K (val)
70.22Recall
9
BDD100K (test)
86.92Recall
9
BDD100K (val)
86.31Recall
9
BDD100K Synthetic-to-Real v1.0 (test)
64.4AP@50
9
BDD100K
0.805AUROC
8
BDD100k (GAMa)
35.4Accuracy @ 0.5 km (Sub-street)
8
BDD100K Daytime-Foggy
35.9mAP
8
BDD100K Night-Rainy
17mAP
8
BDD100K Dusk-Rainy
28.8mAP
8
BDD100K Night-Sunny
36.7mAP
8