Domain Generalization on DomainNet 50k (test)
71.56Accuracy (Real)TA (Wide) ImageNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TA (Wide) ImageNet# Augmentations (Total)=5, # Augmentations (Hard-coded)=42023.06 | 71.56 | 68.6 | 35.44 | 66.21 | 65.15 | 71.19 | 63.03 | |
| TA (Wide) CIFAR# Augmentations (Total)=3, # Augmentations (Hard-coded)=22023.06 | 71.12 | 69.29 | 34.21 | 65.52 | 64.81 | 71.01 | 62.66 | |
| SLACK# Augmentations (Total)=3, # Augmentations (Hard-coded)=02023.06 | 71 | 68.14 | 34.78 | 65.41 | 64.83 | 72.65 | 62.8 | |
| TA (RA) ImageNet# Augmentations (Total)=5, # Augmentations (Hard-coded)=42023.06 | 70.85 | 67.85 | 35.24 | 65.63 | 64.75 | 70.29 | 62.43 | |
| Uniform policy# Augmentations (Total)=3, # Augmentations (Hard-coded)=02023.06 | 70.37 | 68.27 | 34.11 | 65.22 | 63.97 | 72.26 | 62.37 | |
| TA (RA) CIFAR# Augmentations (Total)=3, # Augmentations (Hard-coded)=22023.06 | 70.28 | 68.35 | 33.85 | 64.13 | 64.73 | 70.33 | 61.94 | |
| DomainBed# Augmentations (Total)=5, # Augmentations (Hard-coded)=52023.06 | 62.54 | 66.54 | 26.76 | 59.54 | 58.31 | 66.23 | 57.23 |