| Optical flow evaluation results |
Statistics:
Average
SD
R0.5
R1.0
R2.0
A50
A75
A95
Error type: angle end-point interpolation normalized interpolation |
|
SD end-point error |
avg. |
Army (Hidden texture) GT im0 im1 |
Mequon (Hidden texture) GT im0 im1 |
Schefflera (Hidden texture) GT im0 im1 |
Wooden (Hidden texture) GT im0 im1 |
Grove (Synthetic) GT im0 im1 |
Urban (Synthetic) GT im0 im1 |
Yosemite (Synthetic) GT im0 im1 |
Teddy (Stereo) GT im0 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 | |
| DPOF [20] | 5.0 | 0.23 5 | 0.48 5 | 0.13 2 | 0.71 10 | 1.50 12 | 0.42 9 | 0.66 1 | 1.17 1 | 0.30 1 | 0.67 3 | 1.70 4 | 0.39 1 | 1.40 1 | 1.67 1 | 1.22 1 | 2.23 4 | 3.92 8 | 1.95 4 | 0.36 16 | 0.17 12 | 0.60 16 | 1.19 1 | 1.73 1 | 1.44 2 |
| JIF-Reg [21] | 5.8 | 0.24 8 | 0.49 8 | 0.16 9 | 0.62 5 | 1.28 4 | 0.40 5 | 1.20 4 | 1.96 6 | 0.45 4 | 0.95 11 | 2.33 18 | 0.51 9 | 1.71 7 | 1.91 7 | 1.86 9 | 1.59 1 | 3.36 3 | 1.04 1 | 0.09 2 | 0.12 7 | 0.09 1 | 1.68 3 | 2.61 3 | 1.85 4 |
| SegOF [12] | 5.9 | 0.24 8 | 0.48 5 | 0.18 13 | 0.71 10 | 1.35 7 | 0.58 11 | 1.31 6 | 1.92 5 | 0.73 12 | 0.54 1 | 1.09 1 | 0.41 3 | 1.62 5 | 1.79 3 | 1.64 6 | 5.27 11 | 4.17 12 | 3.63 11 | 0.07 1 | 0.10 4 | 0.10 2 | 1.49 2 | 2.48 2 | 1.35 1 |
| Spatially variant [22] | 6.9 | 0.19 1 | 0.40 1 | 0.13 2 | 0.54 3 | 1.25 3 | 0.38 3 | 1.41 8 | 2.17 12 | 0.39 3 | 0.78 6 | 1.89 5 | 0.45 5 | 2.05 18 | 2.40 20 | 2.28 18 | 2.15 3 | 3.17 1 | 1.56 3 | 0.37 17 | 0.08 1 | 0.81 17 | 1.99 6 | 2.73 5 | 2.03 5 |
| TV-L1-improved [19] | 7.6 | 0.22 2 | 0.47 3 | 0.14 6 | 0.53 2 | 1.20 1 | 0.37 2 | 1.71 14 | 2.48 19 | 0.60 8 | 0.98 12 | 2.45 19 | 0.54 12 | 1.61 4 | 1.87 6 | 1.50 5 | 4.77 8 | 3.84 6 | 3.21 7 | 0.18 11 | 0.17 12 | 0.22 7 | 1.96 5 | 2.94 6 | 2.08 6 |
| Fusion [8] | 8.4 | 0.23 5 | 0.48 5 | 0.16 9 | 0.50 1 | 1.23 2 | 0.30 1 | 0.81 2 | 1.32 2 | 0.38 2 | 0.72 5 | 1.92 6 | 0.47 6 | 1.83 12 | 2.04 12 | 2.00 14 | 5.51 12 | 3.26 2 | 3.93 14 | 0.20 12 | 0.19 16 | 0.26 11 | 2.56 16 | 3.51 17 | 2.80 17 |
| Brox et al. [7] | 8.5 | 0.25 12 | 0.49 8 | 0.17 11 | 0.65 8 | 1.49 11 | 0.41 7 | 1.24 5 | 2.00 7 | 0.71 11 | 0.90 9 | 2.02 8 | 0.53 11 | 1.93 14 | 2.19 17 | 1.91 10 | 3.25 5 | 3.87 7 | 2.26 5 | 0.09 2 | 0.11 6 | 0.10 2 | 2.21 8 | 3.27 13 | 2.27 7 |
| F-TV-L1 [17] | 8.9 | 0.26 13 | 0.54 13 | 0.15 8 | 0.86 13 | 1.50 12 | 0.61 12 | 1.73 15 | 2.31 17 | 0.65 10 | 1.00 13 | 2.46 20 | 0.52 10 | 1.57 3 | 1.84 4 | 1.42 3 | 1.66 2 | 3.42 4 | 1.15 2 | 0.14 6 | 0.18 15 | 0.13 4 | 1.95 4 | 2.97 7 | 1.76 3 |
| GraphCuts [16] | 9.2 | 0.24 8 | 0.47 3 | 0.17 11 | 1.17 19 | 1.72 19 | 0.90 18 | 1.12 3 | 1.70 3 | 0.83 13 | 0.69 4 | 1.60 3 | 0.39 1 | 1.46 2 | 1.69 2 | 1.31 2 | 6.11 16 | 3.97 9 | 4.27 15 | 0.24 13 | 0.13 8 | 0.34 13 | 2.36 10 | 3.16 10 | 2.54 15 |
| Dynamic MRF [9] | 9.8 | 0.24 8 | 0.52 12 | 0.14 6 | 0.62 5 | 1.43 9 | 0.40 5 | 1.33 7 | 2.16 11 | 0.45 4 | 0.94 10 | 2.23 15 | 0.58 13 | 1.81 11 | 2.01 10 | 1.91 10 | 4.83 9 | 4.05 11 | 3.55 10 | 0.14 6 | 0.09 3 | 0.23 8 | 2.75 17 | 3.57 18 | 2.97 18 |
| GroupFlow [11] | 11.2 | 0.33 14 | 0.60 14 | 0.22 15 | 1.08 16 | 1.71 18 | 0.85 16 | 1.61 12 | 2.13 8 | 0.94 14 | 0.65 2 | 1.54 2 | 0.43 4 | 2.01 17 | 2.22 18 | 1.45 4 | 5.60 13 | 4.02 10 | 3.86 13 | 0.26 14 | 0.16 10 | 0.46 14 | 2.08 7 | 2.72 4 | 2.41 10 |
| 2D-CLG [3] | 11.4 | 0.47 19 | 0.75 19 | 0.32 19 | 0.74 12 | 1.30 5 | 0.62 13 | 1.89 19 | 2.29 16 | 1.15 17 | 1.26 17 | 1.97 7 | 1.16 18 | 1.80 10 | 1.92 8 | 2.04 15 | 4.75 7 | 3.83 5 | 3.27 8 | 0.10 4 | 0.08 1 | 0.14 5 | 2.34 9 | 3.00 8 | 2.44 12 |
| Learning Flow [13] | 11.4 | 0.23 5 | 0.49 8 | 0.13 2 | 0.64 7 | 1.44 10 | 0.41 7 | 1.46 9 | 2.20 13 | 0.50 6 | 1.15 15 | 2.26 16 | 0.86 14 | 2.05 18 | 2.32 19 | 2.04 15 | 5.24 10 | 5.18 21 | 3.43 9 | 0.16 8 | 0.17 12 | 0.28 12 | 2.47 14 | 3.29 15 | 2.39 9 |
| CBF [14] | 11.5 | 0.22 2 | 0.49 8 | 0.12 1 | 0.60 4 | 1.32 6 | 0.48 10 | 1.48 10 | 2.13 8 | 0.58 7 | 0.85 8 | 2.16 13 | 0.50 8 | 1.72 8 | 2.02 11 | 1.64 6 | 7.54 22 | 4.74 18 | 5.39 22 | 0.90 22 | 0.46 21 | 1.41 21 | 2.38 11 | 3.48 16 | 2.48 14 |
| Horn & Schunck [6] | 12.0 | 0.36 16 | 0.62 16 | 0.23 16 | 0.98 15 | 1.58 15 | 0.77 15 | 1.88 18 | 2.26 15 | 1.13 16 | 1.36 19 | 2.15 12 | 1.22 19 | 1.69 6 | 1.84 4 | 1.83 8 | 3.92 6 | 4.34 13 | 2.78 6 | 0.16 8 | 0.15 9 | 0.23 8 | 2.40 12 | 3.05 9 | 2.38 8 |
| Second-order prior [10] | 12.5 | 0.22 2 | 0.45 2 | 0.13 2 | 0.65 8 | 1.40 8 | 0.38 3 | 1.78 16 | 2.54 21 | 0.64 9 | 0.83 7 | 2.04 9 | 0.48 7 | 2.00 16 | 2.11 15 | 2.59 21 | 7.50 21 | 4.55 15 | 5.18 20 | 0.88 21 | 0.28 20 | 2.27 22 | 2.44 13 | 3.27 13 | 2.41 10 |
| SPSA-learn [15] | 13.3 | 0.33 14 | 0.61 15 | 0.21 14 | 1.09 17 | 1.83 20 | 0.85 16 | 1.82 17 | 2.33 18 | 1.05 15 | 1.23 16 | 2.31 17 | 1.06 16 | 1.79 9 | 1.96 9 | 1.98 13 | 5.61 14 | 4.52 14 | 3.84 12 | 0.12 5 | 0.10 4 | 0.15 6 | 2.48 15 | 3.21 11 | 2.45 13 |
| Black & Anandan 2 [2] | 14.1 | 0.38 17 | 0.66 17 | 0.25 17 | 0.97 14 | 1.60 16 | 0.73 14 | 1.66 13 | 2.14 10 | 1.29 19 | 1.14 14 | 2.06 11 | 0.97 15 | 1.92 13 | 2.10 14 | 1.93 12 |
6.81 | ||||||||