| Optical flow evaluation results |
Statistics:
Average
SD
R0.1
R0.5
R1.0
A50
A75
A95
Error type: angle end-point |
|
Average 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 | |
| Fusion [9] | 4.5 | 0.11 3 | 0.34 4 | 0.10 4 | 0.19 1 | 0.69 1 | 0.16 2 | 0.29 1 | 0.66 1 | 0.23 2 | 0.20 1 | 1.19 5 | 0.14 3 | 1.07 4 | 1.42 4 | 1.22 8 | 1.35 3 | 1.49 1 | 0.86 4 | 0.20 11 | 0.20 14 | 0.26 9 | 1.07 7 | 2.07 8 | 1.39 8 |
| F-TV-L1 [18] | 4.8 | 0.14 7 | 0.35 6 | 0.14 8 | 0.34 8 | 0.98 7 | 0.26 6 | 0.59 9 | 1.19 6 | 0.26 5 | 0.27 6 | 1.36 10 | 0.16 5 | 0.90 1 | 1.30 1 | 0.76 2 | 0.54 1 | 1.62 2 | 0.36 1 | 0.13 5 | 0.15 7 | 0.20 7 | 0.68 1 | 1.56 2 | 0.66 1 |
| Brox et al. [7] | 5.3 | 0.12 5 | 0.37 8 | 0.11 6 | 0.31 7 | 0.97 6 | 0.28 7 | 0.48 4 | 1.11 4 | 0.48 8 | 0.28 7 | 1.28 7 | 0.18 7 | 1.13 7 | 1.57 10 | 1.11 6 | 1.02 2 | 2.02 4 | 0.60 2 | 0.10 2 | 0.13 3 | 0.11 1 | 0.93 4 | 2.00 6 | 1.07 4 |
| Dynamic MRF [10] | 5.8 | 0.12 5 | 0.34 4 | 0.11 6 | 0.22 2 | 0.89 4 | 0.16 2 | 0.44 2 | 1.13 5 | 0.20 1 | 0.24 4 | 1.29 8 | 0.14 3 | 1.11 5 | 1.52 7 | 1.13 7 | 1.54 5 | 2.37 14 | 0.93 5 | 0.13 5 | 0.12 2 | 0.31 11 | 1.27 10 | 2.33 12 | 1.66 10 |
| CBF [15] | 5.8 | 0.10 1 | 0.28 1 | 0.09 2 | 0.29 4 | 0.79 2 | 0.29 8 | 0.45 3 | 0.98 2 | 0.24 4 | 0.21 3 | 1.22 6 | 0.13 2 | 0.96 2 | 1.39 3 | 0.74 1 | 2.32 15 | 2.19 8 | 1.29 14 | 0.34 16 | 0.27 17 | 0.85 16 | 0.86 3 | 1.78 3 | 1.06 3 |
| SegOF [13] | 6.5 | 0.15 8 | 0.36 7 | 0.10 4 | 0.57 9 | 1.16 9 | 0.59 13 | 0.68 10 | 1.24 8 | 0.64 9 | 0.32 10 | 0.86 1 | 0.26 10 | 1.18 10 | 1.50 6 | 1.47 12 | 1.63 8 | 2.09 5 | 0.96 6 | 0.08 1 | 0.13 3 | 0.12 2 | 0.70 2 | 1.50 1 | 0.69 2 |
| Second-order prior [11] | 6.8 | 0.10 1 | 0.30 2 | 0.08 1 | 0.22 2 | 0.85 3 | 0.15 1 | 0.57 8 | 1.28 10 | 0.23 2 | 0.20 1 | 1.14 3 | 0.11 1 | 1.13 7 | 1.55 9 | 1.03 5 | 2.52 16 | 2.45 15 | 1.25 12 | 0.42 17 | 0.25 16 | 1.09 18 | 0.98 5 | 1.92 4 | 1.07 4 |
| Learning Flow [14] | 7.6 | 0.11 3 | 0.32 3 | 0.09 2 | 0.29 4 | 0.99 8 | 0.23 5 | 0.55 5 | 1.24 8 | 0.29 6 | 0.36 11 | 1.56 11 | 0.25 9 | 1.25 12 | 1.64 13 | 1.41 11 | 1.55 7 | 2.32 12 | 0.85 3 | 0.14 8 | 0.18 10 | 0.24 8 | 1.09 8 | 2.09 10 | 1.27 6 |
| GraphCuts [17] | 8.0 | 0.16 9 | 0.38 9 | 0.14 8 | 0.59 11 | 1.36 12 | 0.46 9 | 0.56 7 | 1.07 3 | 0.64 9 | 0.26 5 | 1.14 3 | 0.17 6 | 0.96 2 | 1.35 2 | 0.84 4 | 2.25 14 | 1.79 3 | 1.22 11 | 0.22 14 | 0.17 8 | 0.43 14 | 1.22 9 | 2.05 7 | 1.78 12 |
| SPSA-learn [16] | 9.0 | 0.18 10 | 0.45 10 | 0.17 10 | 0.57 9 | 1.32 11 | 0.51 10 | 0.84 11 | 1.50 11 | 0.72 11 | 0.52 12 | 1.64 12 | 0.49 12 | 1.12 6 | 1.42 4 | 1.39 10 | 1.75 9 | 2.14 6 | 1.06 9 | 0.13 5 | 0.13 3 | 0.19 5 | 1.32 11 | 2.08 9 | 1.73 11 |
| LP Registration [8] | 9.5 | 0.20 11 | 0.46 11 | 0.17 10 | 0.29 4 | 0.93 5 | 0.21 4 | 0.55 5 | 1.22 7 | 0.35 7 | 0.29 8 | 1.32 9 | 0.20 8 | 1.17 9 | 1.57 10 | 1.29 9 | 2.20 13 | 2.36 13 | 1.28 13 | 0.20 11 | 0.19 13 | 0.32 12 | 1.33 12 | 2.79 15 | 1.46 9 |
| GroupFlow [12] | 10.1 | 0.21 12 | 0.51 12 | 0.21 13 | 0.79 15 | 1.69 16 | 0.72 15 | 0.86 12 | 1.64 13 | 0.74 12 | 0.30 9 | 1.07 2 | 0.26 10 | 1.29 14 | 1.81 15 | 0.82 3 | 1.94 10 | 2.30 11 | 1.36 15 | 0.11 4 | 0.14 6 | 0.19 5 | 1.06 6 | 1.96 5 | 1.35 7 |
| 2D-CLG [3] | 11.3 | 0.28 16 | 0.62 17 | 0.21 13 | 0.67 14 | 1.21 10 | 0.70 14 | 1.12 15 | 1.80 16 | 0.99 14 | 1.07 16 | 2.06 15 | 1.12 16 | 1.23 11 | 1.52 7 | 1.62 15 | 1.54 5 | 2.15 7 | 0.96 6 | 0.10 2 | 0.11 1 | 0.16 4 | 1.38 13 | 2.26 11 | 1.83 13 |
| Black & Anandan 2 [2] | 12.2 | 0.21 12 | 0.52 13 | 0.17 10 | 0.65 13 | 1.52 13 | 0.58 12 | 0.93 13 | 1.54 12 | 1.03 15 | 0.76 13 | 1.97 13 | 0.73 13 | 1.40 15 | 1.80 14 | 1.54 13 | 2.04 11 | 2.22 9 | 1.12 10 | 0.15 9 | 0.17 8 | 0.26 9 | 1.68 15 | 2.64 14 | 2.06 15 |
| Horn & Schunck [6] | 12.3 | 0.22 14 | 0.55 15 | 0.22 15 | 0.61 12 | 1.53 14 | 0.52 11 | 1.01 14 | 1.73 14 | 0.80 13 | 0.78 14 | 2.02 14 | 0.77 14 | 1.26 13 | 1.58 12 | 1.55 14 | 1.43 4 | 2.59 16 | 1.00 8 | 0.16 10 | 0.18 10 | 0.15 3 | 1.51 14 | 2.50 13 | 1.88 14 |
| Black & Anandan [1] | 14.8 | 0.26 15 | 0.54 14 | 0.27 16 | 0.99 16 | 1.61 15 | 1.07 16 | 1.23 16 | 1.77 15 | 1.14 16 | 0.98 15 | 2.10 16 | 0.97 15 | 1.59 16 | 1.97 16 | 1.95 16 | 2.19 12 | 2.26 10 | 1.41 16 | 0.20 11 | 0.18 10 | 0.41 13 | 2.34 16 | 3.46 17 | 2.98 16 |
| Pyramid LK [4] | 17.3 | 0.39 17 | 0.61 16 | 0.61 18 | 1.67 18 | 1.78 17 | 2.00 18 | 1.50 18 | 1.97 17 | 1.38 18 | 1.57 17 | 2.39 17 | 1.78 18 | 2.94 18 | 3.72 18 | 2.98 18 | 3.33 18 | 2.74 17 | 2.43 18 | 0.30 15 | 0.24 15 | 0.73 15 | 3.80 18 | 5.08 18 | 4.88 18 |
| MediaPlayerTM [5] | 17.3 | 0.48 18 | 0.83 18 | 0.39 17 | 1.30 17 | 2.12 18 | 1.26 17 | 1.33 17 | 2.00 18 | 1.25 17 | 1.66 18 | 3.12 18 | 1.65 17 | 1.78 17 | 2.03 17 | 2.26 17 | |||||||||