Intrinsic Image Decomposition on Author's Dataset 110 samples (test)
0.181WHDRRevisiting
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Revisitingtrained dataset=IIW2023.03 | 0.181 | 0.575 | 0.485 | 0.499 | |
| Baseline S2023.03 | 0.185 | 0.431 | 0.34 | 0.314 | |
| Retinex2023.03 | 0.187 | 0.496 | 0.455 | 0.469 | |
| Color Retinex2023.03 | 0.187 | 0.496 | 0.455 | 0.47 | |
| Bell et al.2023.03 | 0.213 | 0.467 | 0.463 | 0.457 | |
| IID-LItrained dataset=ours + FSVG2023.03 | 0.227 | 0.517 | 0.591 | 0.521 | |
| Bi et al.2023.03 | 0.283 | 0.462 | 0.522 | 0.466 | |
| IID-LI (without LID)trained dataset=ours + FSVG, LID=false2023.03 | 0.283 | 0.459 | 0.53 | 0.467 | |
| USI³Dtrained dataset=ours + FSVG2023.03 | 0.287 | 0.444 | 0.504 | 0.446 | |
| IID-LI (without Lint)trained dataset=ours + FSVG, Lint=false2023.03 | 0.33 | 0.426 | 0.483 | 0.421 | |
| USI³Dtrained dataset=IIW + CGIntrinsics2023.03 | 0.347 | 0.428 | 0.497 | 0.418 | |
| UidSequencetrained dataset=SUNCG-II2023.03 | 0.372 | 0.405 | 0.453 | 0.395 | |
| IIDWWtrained dataset=BIGTIME2023.03 | 0.375 | 0.418 | 0.483 | 0.397 | |
| Baseline R2023.03 | 0.531 | 0.393 | 0.445 | 0.306 |