Classification on MSCOCO-GLT (CLT protocol)
78.86AccuracyRIDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RIDECategory=Ensemble, IFL=true2022.07 | 78.86 | 80.7 | |
| RIDECategory=Ensemble, IFL=false2022.07 | 78.29 | 80.33 | |
| RandAugCategory=Augment, IFL=true2022.07 | 77.71 | 81.1 | |
| MixupCategory=Augment, IFL=true2022.07 | 77.55 | 81.78 | |
| Logit-AdjCategory=Re-balance, IFL=true2022.07 | 77.16 | 79.09 | |
| RandAugCategory=Augment, IFL=false2022.07 | 76.81 | 79.88 | |
| TADECategory=Ensemble, IFL=true2022.07 | 76.53 | 79.15 | |
| TADECategory=Ensemble, IFL=false2022.07 | 76.22 | 78.84 | |
| CRTCategory=Re-balance, IFL=true2022.07 | 76.21 | 79.11 | |
| LWSCategory=Re-balance, IFL=true2022.07 | 75.98 | 79.18 | |
| LDAMCategory=Re-balance, IFL=false2022.07 | 75.57 | 77.7 | |
| Logit-AdjCategory=Re-balance, IFL=false2022.07 | 75.5 | 76.88 | |
| BaselineCategory=Re-balance, IFL=true2022.07 | 74.31 | 78.9 | |
| MixupCategory=Augment, IFL=false2022.07 | 74.22 | 78.61 | |
| Deconfound-TDECategory=Re-balance, IFL=false2022.07 | 73.79 | 74.9 | |
| BLSoftmaxCategory=Re-balance, IFL=true2022.07 | 73.72 | 77.08 | |
| BBNCategory=Re-balance, IFL=false2022.07 | 73.69 | 77.35 | |
| CRTCategory=Re-balance, IFL=false2022.07 | 73.64 | 75.84 | |
| BLSoftmaxCategory=Re-balance, IFL=false2022.07 | 72.64 | 75.25 | |
| LWSCategory=Re-balance, IFL=false2022.07 | 72.6 | 75.66 | |
| BaselineCategory=Re-balance, IFL=false2022.07 | 72.34 | 76.61 |