| Optical flow evaluation results |
Statistics:
Average
SD
R2.5
R5.0
R10.0
A50
A75
A95
Error type: angle end-point interpolation normalized interpolation |
|
A50 interpolation error |
avg. |
Army (Hidden texture) im0 GT im1 |
Mequon (Hidden texture) im0 GT im1 |
Urban (Synthetic) im0 GT im1 |
Teddy (Stereo) im0 GT im1 |
Backyard (High-speed camera) im0 GT im1 |
Basketball (High-speed camera) im0 GT im1 |
Dumptruck (High-speed camera) im0 GT im1 |
Evergreen (High-speed camera) im0 GT im1 |
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| rank | all | disc | untext | all | disc | untext | all | disc | untext | all | disc | untext | all | disc | untext | all | disc | untext | all | disc | untext | all | disc | untext | |
| Fusion [8] | 1.4 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.16 4 | 2.16 1 | 4.36 3 | 5.72 4 | 2.16 1 | 1.91 1 | 3.56 2 | 1.73 1 | 1.73 1 | 3.70 1 | 0.82 1 | 1.83 1 | 4.97 1 | 1.00 1 |
| F-TV-L1 [17] | 1.6 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.11 1 | 2.16 1 | 4.32 2 | 5.69 2 | 2.31 5 | 2.00 3 | 3.65 3 | 1.73 1 | 1.73 1 | 3.70 1 | 0.82 1 | 1.91 6 | 4.97 1 | 1.00 1 |
| CBF [14] | 1.8 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.11 1 | 2.16 1 | 4.40 5 | 5.72 4 | 2.38 10 | 2.00 3 | 3.51 1 | 1.73 1 | 1.73 1 | 3.70 1 | 0.82 1 | 1.83 1 | 4.97 1 | 1.00 1 |
| Second-order prior [10] | 2.4 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.16 4 | 2.16 1 | 4.36 3 | 5.69 2 | 2.16 1 | 2.00 3 | 3.70 5 | 1.73 1 | 1.73 1 | 4.20 12 | 0.82 1 | 1.91 6 | 5.03 6 | 1.00 1 |
| TV-L1-improved [19] | 2.6 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.11 1 | 2.16 1 | 4.43 10 | 5.74 7 | 2.38 10 | 2.00 3 | 3.70 5 | 1.73 1 | 1.73 1 | 4.08 9 | 0.82 1 | 1.83 1 | 4.97 1 | 1.00 1 |
| JIF-Reg [21] | 2.7 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.16 4 | 2.16 1 | 4.40 5 | 5.72 4 | 2.38 10 | 2.00 3 | 3.65 3 | 1.73 1 | 1.73 1 | 4.04 7 | 0.82 1 | 1.91 6 | 5.07 7 | 1.00 1 |
| Spatially variant [22] | 2.8 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.16 4 | 2.16 1 | 4.43 10 | 5.74 7 | 2.38 10 | 2.00 3 | 3.70 5 | 1.73 1 | 1.73 1 | 4.00 6 | 0.82 1 | 1.91 6 | 4.97 1 | 1.00 1 |
| Brox et al. [7] | 3.4 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.16 4 | 2.16 1 | 4.43 10 | 5.74 7 | 2.38 10 | 2.00 3 | 3.74 13 | 1.73 1 | 1.73 1 | 4.04 7 | 0.82 1 | 1.91 6 | 5.07 7 | 1.00 1 |
| GraphCuts [16] | 4.0 | 1.00 1 | 1.29 1 | 0.82 1 | 1.15 12 | 1.73 1 | 1.00 12 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.32 11 | 2.16 1 | 4.40 5 | 5.74 7 | 2.31 5 | 1.91 1 | 3.70 5 | 1.73 1 | 1.73 1 | 3.83 4 | 0.82 1 | 1.83 1 | 5.10 10 | 1.00 1 |
| Dynamic MRF [9] | 4.0 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.32 11 | 2.16 1 | 4.40 5 | 5.74 7 | 2.16 1 | 2.00 3 | 3.87 18 | 1.73 1 | 1.73 1 | 4.20 12 | 0.82 1 | 1.91 6 | 5.10 10 | 1.00 1 |
| DPOF [20] | 4.2 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.89 1 | 3.32 11 | 2.16 1 | 4.51 19 | 5.80 15 | 2.38 10 | 2.08 13 | 3.70 5 | 1.73 1 | 1.73 1 | 3.83 4 | 0.82 1 | 1.83 1 | 5.07 7 | 1.00 1 |
| Learning Flow [13] | 4.8 | 1.00 1 | 1.29 1 | 0.82 1 | 1.00 1 | 1.73 1 | 0.82 1 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.27 10 | 2.16 1 | 4.51 19 | 5.80 15 | 2.38 10 | 2.00 3 | 3.70 5 | 1.73 1 | 1.73 1 | 4.20 12 | 0.82 1 | 1.91 6 | 5.10 10 | 1.00 1 |
| SPSA-learn [15] | 6.1 | 1.00 1 | 1.29 1 | 0.82 1 | 1.15 12 | 1.73 1 | 1.00 12 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.16 4 | 2.16 1 | 4.43 10 | 5.77 13 | 2.38 10 | 2.00 3 | 3.79 15 | 1.73 1 | 1.73 1 | 5.10 22 | 0.82 1 | 1.91 6 | 5.26 18 | 1.00 1 |
| SegOF [12] | 6.7 | 1.00 1 | 1.29 1 | 0.82 1 | 1.15 12 | 1.73 1 | 1.00 12 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.37 15 | 2.16 1 | 4.43 10 | 5.80 15 | 2.38 10 | 2.08 13 | 3.87 18 | 1.73 1 | 1.73 1 | 4.36 18 | 0.82 1 | 1.91 6 | 5.10 10 | 1.00 1 |
| 2D-CLG [3] | 7.4 | 1.00 1 | 1.41 20 | 0.82 1 | 1.15 12 | 1.73 1 | 1.00 12 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.32 11 | 2.16 1 | 4.51 19 | 5.80 15 | 2.38 10 | 2.08 13 | 3.79 15 | 1.73 1 | 1.73 1 | 4.08 9 | 0.82 1 | 1.91 6 | 5.16 14 | 1.00 1 |
| Black & Anandan 2 [2] | 8.0 | 1.00 1 | 1.29 1 | 0.82 1 | 1.15 12 | 1.83 16 | 1.00 12 | 1.00 1 | 1.41 1 | 0.58 1 | 2.94 10 | 3.46 18 | 2.16 1 | ||||||||||||