Shading Estimation on ARAP (test)
0.022LMSENiid-net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Niid-netFine-tuned on ARAP=true2026.01 | 0.022 | 0.206 | 0.781 | |
| FlowIID2026.01 | 0.022 | 0.132 | 0.744 | |
| Niid-netParameters=273.1 M, finetuned on ARAP=true2026.01 | 0.022 | 0.206 | 0.781 | |
| FlowIIDParameters=51.71 M2026.01 | 0.022 | 0.132 | 0.744 | |
| FlowIID (Without Concatenation)2026.01 | 0.0242 | 0.139 | 0.721 | |
| FlowIID (With five blocks)2026.01 | 0.0245 | 0.134 | 0.714 | |
| Careaga and Aksoy2026.01 | 0.026 | 0.168 | 0.68 | |
| Careaga and Aksoy [4]Parameters=252.05 M2026.01 | 0.026 | 0.168 | 0.68 | |
| PIENet2026.01 | 0.037 | 0.17 | 0.718 | |
| PIENetParameters=204.09 M2026.01 | 0.037 | 0.17 | 0.718 | |
| Lettry et al.2026.01 | 0.042 | 0.193 | 0.61 | |
| Lettry et al.2026.01 | 0.042 | 0.193 | 0.61 |