NYU
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NYU v2
50.13GFLOPS
6
NYU v2
18.48GFLOPS
6
NYU
41.3SSC-IoU
6
NYU
67.1SC-IoU
6
NYU SUN → NYU (test)
18.5mAP
6
NYU SUN → NYU (test)
19.3mAP
6
NYU → MSRVTT → SUN
24.6mAP
6
NYU to SUN (test)
33.1mAP
6
NYUv2 (val)
3.52Runtime (ms)
6
NYU Dining_room_0033 v2 (unseen)
0.06C-l1
6
NYU Office_0004 v2 (unseen)
0.045C-l1
6
NYUv2 Office_0024 (unseen)
0.069C-l1 Error
6
NYUv2 Playroom_0002 (unseen)
3.6C-l1
6
NYU Classroom_0004 v2 (unseen)
0.143C-l1
6
NYU Kitchen_0008 v2 (unseen)
0.049C-l1
6
NYU Dining_room_0004 v2 (unseen)
0.159C-l1 Error
6
NYU Bedroom_0015 v2 (unseen)
0.059C-L1
6
NYU Basement_0001a v2 (unseen)
0.042C-l1 Error
6
NYU v2
37AP@0.5
6
NYUv2-OC (test)
2.272DBE Accuracy (px) {0.1, 0.2}
6
NYU v2 (test)
75.5Classification Accuracy
6
NYU v2 (test)
100Recall (sofa)
6
NYU 25% near outliers v2 (test)
10.5AbsRel
5
NYU 25% dropout outliers v2 (test)
0.1AbsRel
5
NYU v2
27.71mIoU
5