Illumination Estimation on in-the-wild Pixel
1.89Mean Angular Error (°)Oracle
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OracleDim=1D, Size (KB)=0.00, MACs (M)=0.012025.11 | 1.89 | 0.47 | 1.12 | 4.31 | 4.74 | 2.53 | 3.99 | 8.46 | |
| EXPINVDim=2D, Size (KB)=69.03, MACs (M)=13.482025.11 | 3.07 | 1.04 | 1.98 | 6.89 | 6.42 | 3.53 | 5.33 | 11.39 | |
| CST-MLP (RP)Dim=2D, Size (KB)=2.70, MACs (M)=0.012025.11 | 3.07 | 1.12 | 2.27 | 6.14 | 6.77 | 3.99 | 5.94 | 11.57 | |
| CST-MLPDim=2D, Size (KB)=1.54, MACs (M)=0.012025.11 | 3.32 | 1.28 | 2.42 | 7.06 | 6.71 | 3.92 | 5.75 | 11.64 | |
| EXPINVDim=1D, Size (KB)=68.53, MACs (M)=13.392025.11 | 3.35 | 1.04 | 2.15 | 7.81 | 6.82 | 3.76 | 5.74 | 12.16 | |
| CST-MLP (RP)Dim=1D, Size (KB)=2.57, MACs (M)=0.012025.11 | 3.45 | 1.34 | 2.52 | 7.01 | 7.63 | 4.5 | 6.7 | 13.06 | |
| CCCNNDim=2D, Size (KB)=69.01, MACs (M)=13.482025.11 | 3.47 | 1.1 | 2.28 | 7.9 | 6.79 | 3.8 | 5.77 | 11.96 | |
| CCCNNDim=1D, Size (KB)=68.51, MACs (M)=13.392025.11 | 3.58 | 1.35 | 2.47 | 7.7 | 7.06 | 4.1 | 6 | 12.36 | |
| CST-MLPDim=1D, Size (KB)=1.41, MACs (M)=0.012025.11 | 3.68 | 1.43 | 2.71 | 7.91 | 7.05 | 4.14 | 6.02 | 12 | |
| 3-CSTDim=1D, Size (KB)=0.11, MACs (M)=0.012025.11 | 3.81 | 1.25 | 2.97 | 7.91 | 7 | 3.98 | 5.81 | 12.22 | |
| 2-CSTDim=1D, Size (KB)=0.07, MACs (M)=0.012025.11 | 3.86 | 1.25 | 3.05 | 8.04 | 7.04 | 4.05 | 5.84 | 12.24 | |
| NNDim=2D, Size (KB)=16.97, MACs (M)=0.012025.11 | 5.06 | 1.49 | 3.35 | 11.24 | 9.13 | 4.71 | 7.15 | 17.17 | |
| NNDim=1D, Size (KB)=15.43, MACs (M)=0.012025.11 | 5.43 | 1.64 | 4.14 | 11.94 | 9.53 | 5.07 | 7.81 | 18.16 |