Middlebury
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optical Flow | Middlebury (train) | AEE0.22 | 51 | |
| Stereo Matching | Middlebury (test) | 3PE5.78 | 47 | |
| Super-Resolution | Middlebury (Left + Right) / 2 | PSNR35.88 | 43 | |
| Stereo Image Super-Resolution | Middlebury | PSNR36.52 | 42 | |
| Stereo Matching | Middlebury | Bad Pixel Rate (Thresh 2.0)5.02 | 42 | |
| Video Frame Interpolation | Middlebury | Average IE Error1.78 | 42 | |
| Depth Super-Resolution | Middlebury 2005 (test) | Art MAD0.11 | 38 | |
| Stereo Matching | Middlebury half resolution (test) | Threshold Error Rate1.12 | 36 | |
| Depth Super-Resolution | Middlebury 2005-2014 (test) | MSE2.52 | 34 | |
| Stereo Image Super-Resolution | Middlebury (Left) | PSNR35.83 | 27 | |
| Multi-focus Image Fusion | Middlebury (test) | SSIM95.23 | 24 | |
| Stereo Matching | Middlebury 2021 | Bad Pixel Rate (Thresh > 2.0, All)5.97 | 24 | |
| Video Frame Interpolation | Middlebury | PSNR38.83 | 24 | |
| Video Frame Interpolation | Middlebury (other) | IE2.04 | 24 | |
| Depth Super-Resolution | Middlebury Bicubic downsampling synthetic (test) | RMSE (x4)1.02 | 20 | |
| Stereo Matching | Middlebury non-occluded | Bad Pixel Rate (2.0)2.39 | 20 | |
| Stereo Matching | Middlebury quarter resolution (test) | Threshold Error Rate7.8 | 19 | |
| Optical Flow | Middlebury (test) | AEE0.32 | 18 | |
| Depth Super-Resolution | Middlebury Nearest-neighbor downsampling synthetic (test) | RMSE (x4)1.65 | 17 | |
| RGB-guided depth Super-Resolution | Middlebury x8 scale 2006 | RMSE2.49 | 17 | |
| RGB-guided depth Super-Resolution | Middlebury x4 scale 2006 | RMSE1.43 | 17 | |
| Stereo Matching | Middlebury v3 | Average Error1.43 | 17 | |
| Video Frame Interpolation | Middlebury (M.B.) 2 (other) | IE2.47 | 16 | |
| Super-Resolution | Middlebury Left | PSNR34.85 | 16 | |
| Stereo Matching | Middlebury v3 (test) | Avg Error1.15 | 15 |
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