Classification on MSCOCO-GLT (ALT protocol)
58.93AccuracyRIDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RIDECategory=Ensemble, IFL=true2022.07 | 58.93 | 59.84 | |
| RIDECategory=Ensemble, IFL=false2022.07 | 58.9 | 59.43 | |
| TADECategory=Ensemble, IFL=true2022.07 | 56.76 | 57.43 | |
| RandAugCategory=Augment, IFL=true2022.07 | 56.62 | 57.12 | |
| LDAMCategory=Re-balance, IFL=false2022.07 | 55.52 | 56.21 | |
| TADECategory=Ensemble, IFL=false2022.07 | 54.93 | 55.48 | |
| MixupCategory=Augment, IFL=true2022.07 | 53.79 | 54.6 | |
| RandAugCategory=Augment, IFL=false2022.07 | 53.69 | 54.71 | |
| BLSoftmaxCategory=Re-balance, IFL=true2022.07 | 52.97 | 53.52 | |
| BaselineCategory=Re-balance, IFL=true2022.07 | 52.86 | 53.49 | |
| Logit-AdjCategory=Re-balance, IFL=true2022.07 | 52.86 | 53.49 | |
| CRTCategory=Re-balance, IFL=true2022.07 | 52.07 | 52.85 | |
| LWSCategory=Re-balance, IFL=true2022.07 | 52.07 | 52.9 | |
| BBNCategory=Re-balance, IFL=false2022.07 | 51.83 | 51.77 | |
| Deconfound-TDECategory=Re-balance, IFL=false2022.07 | 50.76 | 51.68 | |
| BaselineCategory=Re-balance, IFL=false2022.07 | 50.17 | 50.94 | |
| Logit-AdjCategory=Re-balance, IFL=false2022.07 | 50.17 | 50.94 | |
| LWSCategory=Re-balance, IFL=false2022.07 | 50.14 | 50.61 | |
| CRTCategory=Re-balance, IFL=false2022.07 | 49.97 | 50.37 | |
| BLSoftmaxCategory=Re-balance, IFL=false2022.07 | 49.72 | 50.65 | |
| MixupCategory=Augment, IFL=false2022.07 | 48.9 | 49.53 |