Imbalanced Regression on NYUD2-DIR 1.0 (All)
1.305RMSEVIR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VIRweighting=SQINV2023.06 | 1.305 | 0.075 | 72.2 | 92.9 | 98.5 | |
| LDS + FDSweighting=SQINV2023.06 | 1.338 | 0.08 | 70.5 | 91.6 | 97.9 | |
| LDSweighting=SQINV2023.06 | 1.387 | 0.086 | 67.2 | 90.7 | 97.6 | |
| LDS + FDS + DERweighting=SQINV2023.06 | 1.426 | 0.092 | 67.6 | 88.9 | 96.4 | |
| FDSweighting=SQINV2023.06 | 1.442 | 0.084 | 68.1 | 90.3 | 97.5 | |
| VANILLAweighting=SQINV2023.06 | 1.477 | 0.086 | 67.7 | 89.9 | 96.9 | |
| DEEP ENSEMBLEweighting=SQINV2023.06 | 1.479 | 0.091 | 67.8 | 90.6 | 97.2 | |
| INFER NOISEweighting=SQINV2023.06 | 1.48 | 0.088 | 67.2 | 89.4 | 96.3 | |
| VAEweighting=SQINV2023.06 | 1.483 | 0.084 | 67.5 | 89.4 | 96.3 | |
| DERweighting=SQINV2023.06 | 1.483 | 0.098 | 59.7 | 88 | 96.4 |