| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Gehler (3-fold cross validation) | VLM-CC | Mean Error1.34 | 38 | 14d ago | |
| All scenes (combined) | PBCLoss | ΔCCI%-82.76 | 32 | 3mo ago | |
| Outdoor scenes | PBCLoss | ΔCCI (%)-78.39 | 32 | 3mo ago | |
| Indoor Scenes (IN) | ΔCCI (%)-88.304 | 32 | 3mo ago | ||
| NUS-8 (three-fold cross val) | AID | Mean Angular Error (MAE)1.57 | 31 | 3mo ago | |
| NCC (in-dataset) | RL-AWB | Median Error1.98 | 29 | 3mo ago | |
| LEVI (in-dataset) | C5 | Median Error2.46 | 24 | 3mo ago | |
| Gehler-Shi | VLM-CC | Median Error1.18 | 22 | 14d ago | |
| DepthAWB | PCCC | Mean Error0.99 | 19 | 3mo ago | |
| ETH3D RAW | PCCC | Mean Error0.78 | 19 | 3mo ago | |
| NYU-v2 & Diode | PCCC | Mean Angular Error2.18 | 19 | 3mo ago | |
| NUS-8 cross-sensor | VLM-CC | Mean Error1.49 | 15 | 14d ago | |
| Cube+ (test) | VLM-CC | Mean Error1.51 | 13 | 14d ago | |
| NUS-8 (test) | VLM-CC | Mean Error1.83 | 12 | 14d ago | |
| NCC trained on LEVI (test) | RL-AWB | Median Error1.99 | 10 | 3mo ago |
