Imbalanced Regression on NYUD2-DIR Medium-shot 1.0
0.831RMSEVIR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VIRweighting=SQINV2023.06 | 0.831 | 0.064 | 79.3 | 96.1 | 98.9 | |
| LDS + FDSweighting=SQINV2023.06 | 0.851 | 0.07 | 76.4 | 94.1 | 98.3 | |
| LDS + FDS + DERweighting=SQINV2023.06 | 0.906 | 0.088 | 75.4 | 89.9 | 96.9 | |
| LDSweighting=SQINV2023.06 | 0.913 | 0.079 | 70.6 | 92.9 | 98.2 | |
| FDSweighting=SQINV2023.06 | 0.94 | 0.08 | 69.5 | 91.8 | 97.6 | |
| VAEweighting=SQINV2023.06 | 0.949 | 0.079 | 69.3 | 90.6 | 97.6 | |
| VANILLAweighting=SQINV2023.06 | 0.952 | 0.082 | 69.3 | 90.6 | 97.5 | |
| DEEP ENSEMBLEweighting=SQINV2023.06 | 0.954 | 0.082 | 70.2 | 91.2 | 98.1 | |
| INFER NOISEweighting=SQINV2023.06 | 0.959 | 0.089 | 68.8 | 90.2 | 97 | |
| DERweighting=SQINV2023.06 | 0.961 | 0.091 | 65.7 | 89.4 | 95.9 |