Middlebury
Benchmarks
TaskDatasetSOTA resultTrendResults
Middlebury
1.1Bad Pixel Rate (Thresh 2.0)
84
Middlebury (test)
0.76RMSE
64
Middlebury (test)
0.74EPE
60
Middlebury (train)
0.22AEE
51
Middlebury (Left + Right) / 2
35.88PSNR
43
Middlebury
36.52PSNR
42
Middlebury
1.78Average IE Error
42
Middlebury 2005 (test)
0.11Art MAD
38
Middlebury half resolution (test)
1.12Threshold Error Rate
36
Middlebury v3
2.08Bad Pixel Rate (Thresh 2.0)
35
Middlebury 2005-2014 (test)
2.52MSE
34
Middlebury Half resolution (H)
1.12Bad2.0 Error Rate
30
Middlebury (Left)
35.83PSNR
27
Middlebury (test)
95.23SSIM
24
Middlebury 2021
5.97Bad Pixel Rate (Thresh > 2.0, All)
24
Middlebury
38.83PSNR
24
Middlebury (other)
2.04IE
24
Middlebury full resolution
9.712px Error Rate
21
Middlebury Bicubic downsampling synthetic (test)
1.02RMSE (x4)
20
Middlebury non-occluded
2.39Bad Pixel Rate (2.0)
20
Middlebury quarter resolution (test)
7.8Threshold Error Rate
19
Middlebury half-resolution v3
9.4Bad Pixel Error (0.5)
18
Middlebury (test)
0.32AEE
18
Middlebury Nearest-neighbor downsampling synthetic (test)
1.65RMSE (x4)
17
Middlebury x8 scale 2006
2.49RMSE
17