| Optical flow evaluation results |
Statistics:
Average
SD
R2.5
R5.0
R10.0
A50
A75
A95
Error type: angle end-point interpolation normalized interpolation |
|
R2.5 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] | 3.8 | 11.0 8 | 22.5 10 | 0.96 6 | 12.4 1 | 31.4 2 | 1.41 2 | 19.2 4 | 33.3 4 | 2.09 4 | 57.9 5 | 63.8 4 | 39.9 1 | 78.4 4 | 86.9 4 | 41.4 2 | 34.9 1 | 64.3 2 | 23.8 2 | 32.0 5 | 63.4 3 | 4.75 3 | 37.6 1 | 76.7 1 | 3.10 12 |
| CBF [14] | 4.6 | 10.7 3 | 21.3 1 | 0.93 3 | 12.5 2 | 31.6 4 | 1.67 11 | 18.9 2 | 32.4 2 | 2.80 10 | 57.5 1 | 62.7 1 | 40.4 5 | 78.7 7 | 87.0 6 | 42.5 10 | 35.5 3 | 63.9 1 | 24.7 8 | 31.4 1 | 62.8 1 | 4.79 6 | 37.9 2 | 76.8 2 | 3.30 19 |
| F-TV-L1 [17] | 5.5 | 10.9 4 | 22.1 7 | 1.04 13 | 13.0 10 | 32.7 7 | 1.59 9 | 19.1 3 | 34.6 8 | 2.18 5 | 57.7 2 | 63.0 2 | 40.8 10 | 78.3 2 | 86.8 1 | 41.9 6 | 36.1 7 | 65.1 4 | 24.5 5 | 31.8 2 | 63.3 2 | 4.75 3 | 38.9 6 | 78.1 6 | 3.02 7 |
| TV-L1-improved [19] | 6.3 | 10.9 4 | 21.7 3 | 0.99 10 | 12.5 2 | 31.5 3 | 1.40 1 | 19.3 5 | 33.2 3 | 2.48 7 | 57.8 3 | 63.6 3 | 40.6 7 | 78.9 12 | 87.1 7 | 42.8 12 | 36.1 7 | 65.7 8 | 25.0 12 | 32.0 5 | 65.4 7 | 5.04 17 | 38.7 5 | 77.9 5 | 3.00 4 |
| GraphCuts [16] | 6.4 | 10.5 1 | 21.5 2 | 0.94 4 | 13.8 14 | 34.7 13 | 2.08 12 | 19.3 5 | 32.3 1 | 2.95 11 | 58.8 10 | 65.6 13 | 40.5 6 | 78.7 7 | 87.1 7 | 41.9 6 | 35.0 2 | 65.0 3 | 23.5 1 | 31.8 2 | 64.4 5 | 4.92 13 | 38.0 3 | 77.6 3 | 3.06 9 |
| Spatially variant [22] | 6.5 | 11.1 9 | 22.1 7 | 0.97 9 | 12.5 2 | 31.3 1 | 1.48 6 | 19.8 11 | 33.8 6 | 2.02 2 | 58.1 6 | 63.9 5 | 40.1 2 | 79.0 13 | 87.1 7 | 43.0 14 | 35.9 4 | 65.3 6 | 24.6 6 | 32.8 16 | 65.3 6 | 4.67 1 | 39.0 8 | 78.3 8 | 2.95 2 |
| JIF-Reg [21] | 7.1 | 11.2 11 | 22.9 14 | 0.96 6 | 12.7 7 | 32.7 7 | 1.47 5 | 19.5 8 | 35.4 12 | 1.90 1 | 57.8 3 | 64.0 6 | 40.2 3 | 78.8 10 | 86.9 4 | 42.7 11 | 35.9 4 | 65.2 5 | 24.6 6 | 32.6 14 | 65.5 9 | 4.71 2 | 39.4 11 | 78.8 10 | 2.94 1 |
| Second-order prior [10] | 7.6 | 10.9 4 | 21.8 4 | 1.05 15 | 12.6 5 | 32.2 5 | 1.41 2 | 20.0 12 | 34.2 7 | 3.25 17 | 58.4 9 | 64.0 6 | 40.8 10 | 78.3 2 | 86.8 1 | 41.4 2 | 36.0 6 | 65.7 8 | 24.4 3 | 32.5 13 | 66.0 11 | 5.02 16 | 38.9 6 | 78.1 6 | 3.10 12 |
| Brox et al. [7] | 8.3 | 11.1 9 | 22.6 11 | 0.96 6 | 12.6 5 | 32.2 5 | 1.54 7 | 19.3 5 | 34.7 11 | 2.06 3 | 58.2 8 | 64.2 8 | 40.7 9 | 79.0 13 | 87.1 7 | 43.1 18 | 36.1 7 | 65.9 12 | 24.9 9 | 32.2 7 | 65.4 7 | 4.77 5 | 39.3 10 | 78.8 10 | 3.05 8 |
| DPOF [20] | 9.6 | 10.5 1 | 22.0 6 | 1.04 13 | 13.1 11 | 35.2 14 | 1.61 10 | 18.8 1 | 35.4 12 | 2.40 6 | 58.1 6 | 64.9 10 | 40.9 13 | 79.2 18 | 87.4 17 | 43.0 14 | 36.7 18 | 65.6 7 | 25.2 16 | 32.2 7 | 64.1 4 | 4.86 10 | 38.5 4 | 77.8 4 | 3.06 9 |
| Dynamic MRF [9] | 10.1 | 10.9 4 | 21.9 5 | 1.01 11 | 12.8 8 | 33.1 10 | 1.46 4 | 19.7 10 | 36.5 17 | 2.64 8 | 59.1 13 | 65.3 12 | 41.2 15 | 78.6 5 | 87.1 7 | 41.6 4 | 36.4 10 | 66.8 19 | 24.4 3 | 32.3 9 | 66.2 13 | 4.96 14 | 39.8 14 | 79.2 13 | 3.16 14 |
| SPSA-learn [15] | 11.7 | 11.5 15 | 23.3 15 | 0.90 1 | 13.7 12 | 34.0 11 | 2.15 13 | 20.5 13 | 33.7 5 | 2.99 12 | 59.0 12 | 64.7 9 | 40.2 3 | 79.0 13 | 87.2 13 | 43.0 14 | 36.4 10 | 66.2 14 | 24.9 9 | 33.3 20 | 70.4 22 | 6.17 22 | 39.2 9 | 78.7 9 | 3.00 4 |
| Learning Flow [13] | 13.9 | 11.2 11 | 22.8 12 | 0.94 4 | 12.9 9 | 33.0 9 | 1.57 8 | 20.9 15 | 36.3 16 | 3.05 14 | 59.7 15 | 65.2 11 | 42.1 18 | 79.3 21 | 87.4 17 | 43.5 21 | 36.4 10 | 65.7 8 | 25.3 17 | 33.0 17 | 66.9 16 | 4.98 15 | 40.0 17 | 79.4 15 | 3.23 17 |
| 2D-CLG [3] | 14.0 | 12.7 21 | 25.8 20 | 1.22 19 | 13.8 14 | 34.6 12 | 2.37 17 | 19.6 9 | 34.6 8 | 2.69 9 | 59.6 14 | 66.2 14 | 40.8 10 | 79.2 18 | 87.5 21 | 43.1 18 | 36.5 13 | 66.4 16 | 25.0 12 | 32.3 9 | 66.0 11 | 4.81 8 | 39.9 16 | 79.4 15 | 3.07 11 |
| SegOF [12] | 14.3 | 11.3 13 | 22.8 12 | 1.03 12 | 13.7 12 | 35.2 14 | 2.27 15 | 20.9 15 | 35.6 14 | 3.04 13 | 58.8 10 | 66.4 16 | 40.6 7 | 79.2 18 | 87.4 17 | 43.3 20 | 36.5 13 | 67.0 20 | 25.1 14 | 32.4 12 | 67.7 19 | 5.22 19 | 39.4 11 | 78.9 12 | 3.19 16 |
| Black & Anandan [1] | 14.8 | 12.0 19 | 24.5 18 | 1.07 17 | 16.2 19 | 38.6 19 | 4.17 19 | 21.6 19 | 36.5 17 | 3.50 18 | 62.9 20 | 71.2 21 | 42.6 19 | 78.6 5 | 87.1 7 | 41.8 5 | |||||||||