NYU
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NYU v2
59.9Instance PQ
5
NYU v2
49.82Semantic mIoU
5
NYU v2 (test)
31.32PSNR (dB)
5
NYUv2 (test)
78.8bAcc
5
NYU (test)
92.78AUC (A)
5
NYU-v2 20-class (test)
27.22mIoU
5
NYU 45 Degrees (test)
0.073RMSE
5
NYU v2 (test)
62.64PQ
5
NYU (test)
91.4Preference Rate
5
NYU kinect depth map (test)
65.7Precision
5
NYU rendered (test)
75Precision
5
NYU v2
19.4mIoU
4
NYU Eigen split capped at 8m
0.201AbsRel
4
NYU v2 55 (test)
4.3AbsRel
4
NYU
77.4Top-1 Accuracy
4
NYU v2
0.132Depth Error
4
NYU V2
41.3Mean AP
4
NYU v2
0.124Rel
4
NYU 100-Points v2
0.131RMSE
3
NYU 500-Points v2
0.094RMSE
3
NYU v2 (Unlearn set)
0.876mIoU
3
NYU v2 (out-of-domain)
0.5AbsRel
3
NYU v2
0.086EF
3
NYUv2 raw (test)
17.1MSE
3
NYU v2 (test)
0.48Translation Median Error (m)
3