Mapillary Vistas
Benchmarks
TaskDatasetSOTA resultTrendResults
Mapillary Vistas (val)
68.32mIoU
84
Mapillary Vistas (val)
44.8PQ
82
Mapillary Vistas
70.1mIoU
22
Mapillary Vistas 7 classes (val)
95IoU (flat)
20
Mapillary Vistas full (val)
56.9mIoU (Mean IoU)
19
Mapillary Vistas Dataset (val)
24.9AP
19
Mapillary Vistas (test)
44.76mIoU
16
Mapillary Vistas 2.0 (val)
43.97mIoU (Level 1)
9
Mapillary Vistas (MV)
49.57mIoU
6
Mapillary Vistas (val)
2.39KIDx100
5
Mapillary Vistas SYNTHIA-to-Vistas adaptation (7 classes) (test)
0.876IoU (flat)
5
Mapillary Vistas v1.1 (test)
42.7PQ
5
Mapillary Vistas Mapi-30
51.9mIoU
4
Mapillary Vistas 2048x2048
0.36rFID
4
Mapillary Vistas
19.6PQ
4
Mapillary Vistas 65 categories (val)
55.4mIoU (medium-sample)
3
Mapillary Vistas unconditional 2048x2048
459Throughput (Training)
2
Mapillary Vistas zero-shot (test)
18.2PQ
2
Mapillary Vistas (val)
18.1AP
2
Mapillary Vistas (test-dev)
31.6PQ
2
Mapillary Vistas Dataset (test)
26.3AP
2
Mapillary Vistas (MV)
21.5Grounding PQ
1