Imbalanced Regression on NYUD2-DIR Few-shot 1.0
1.749RMSEVIR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VIRweighting=SQINV2023.06 | 1.749 | 0.082 | 68.8 | 91 | 97.9 | |
| LDS + FDSweighting=SQINV2023.06 | 1.88 | 0.09 | 65.5 | 88.4 | 97.1 | |
| LDS + FDS + DERweighting=SQINV2023.06 | 1.918 | 0.098 | 62.1 | 86.2 | 95.8 | |
| LDSweighting=SQINV2023.06 | 1.954 | 0.097 | 63 | 87.5 | 96.4 | |
| FDSweighting=SQINV2023.06 | 2.059 | 0.101 | 59.6 | 84.9 | 96 | |
| VANILLAweighting=SQINV2023.06 | 2.123 | 0.107 | 57 | 84 | 94.6 | |
| INFER NOISEweighting=SQINV2023.06 | 2.125 | 0.111 | 56.6 | 83.4 | 94.1 | |
| DEEP ENSEMBLEweighting=SQINV2023.06 | 2.126 | 0.109 | 58.3 | 85.1 | 95.6 | |
| VAEweighting=SQINV2023.06 | 2.131 | 0.11 | 57.5 | 84.6 | 95.1 | |
| DERweighting=SQINV2023.06 | 2.142 | 0.11 | 52.5 | 85.1 | 95.5 |