Image Classification on Waterbirds Flip (test)
90.6AccuracyCF(CAGAN) + F(Random) + Sal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CF(CAGAN) + F(Random) + Sal2021.06 | 90.6 | 19 | |
| CF(CAGAN) + F(Random)2021.06 | 89.6 | 17.7 | |
| CF(CAGAN)augmentation=CAGAN2021.06 | 85.6 | 12.5 | |
| CF(Grey)augmentation=Grey2021.06 | 81.9 | 7.6 | |
| CF(Tile)augmentation=Tile2021.06 | 81.6 | 7.2 | |
| F(Random)augmentation=Random2021.06 | 80.7 | 6 | |
| F(Shuffle)augmentation=Shuffle2021.06 | 79.6 | 4.5 | |
| LSepsilon=0.12021.06 | 78.7 | 3.4 | |
| Sallambda=102021.06 | 77.6 | 1.9 | |
| Mixupalpha=0.12021.06 | 76.7 | 0.8 | |
| OriginalBackbone=ResNet-502021.06 | 76.1 | 0 | |
| CF(Random)augmentation=Random2021.06 | 73.2 | -3.8 | |
| CF(Shuffle)augmentation=Shuffle2021.06 | 71.7 | -5.8 | |
| F(FGSM)augmentation=FGSM2021.06 | 69.3 | -8.9 |