Color Constancy on Cube+ (test)
1.51Mean ErrorVLM-CC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VLM-CCTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 1.51 | 1.09 | 1.21 | 0.41 | 3.28 | |
| CCMNetTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 1.68 | 1.16 | 1.26 | 0.38 | 3.89 | |
| C5 (m = 7)Train=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 1.87 | 1.27 | 1.4 | 0.41 | 4.36 | |
| C5 (m = 9)Train=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 1.92 | 1.32 | 1.46 | 0.44 | 4.44 | |
| SIIETrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 2.14 | 1.44 | — | 0.44 | 5.06 | |
| DMCCTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 2.23 | 1.63 | 1.78 | 0.49 | 4.95 | |
| Cross-dataset CCTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 2.47 | 1.94 | — | — | — | |
| Quasi-UTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 2.69 | 1.76 | 2 | 0.49 | 6.45 | |
| FFCCTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 2.69 | 1.89 | 2.08 | 0.46 | 6.31 | |
| 1st-order Gray-EdgeTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 3.06 | 2.05 | 2.32 | 0.55 | 7.22 | |
| Shades-of-GrayTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 3.22 | 2.12 | 2.44 | 0.43 | 7.77 | |
| 2nd-order Gray-EdgeTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 3.28 | 2.34 | 2.58 | 0.66 | 7.44 | |
| Gray-worldTrain=Gehler-Shi, NUS-8, Intel-TAU2026.05 | 3.52 | 2.55 | 2.82 | 0.6 | 7.98 |