Image Classification on Caltech Camera Traps-20 (CCT) Trans (test)
74AUCCF(Tile) + Sal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CF(Tile) + Sallambda=1002021.06 | 74 | 5.4 | |
| F(Shuffle) + Sallambda=1002021.06 | 73.2 | 4.3 | |
| CF(Tile) + F(Shuffle) + Sallambda=1002021.06 | 73.2 | 4.3 | |
| CF(Tile) + F(Shuffle)2021.06 | 72.3 | 3 | |
| Sallambda=1002021.06 | 72.2 | 2.8 | |
| Ftype=FGSM, epsilon=0.52021.06 | 71.9 | 2.4 | |
| Ftype=Random2021.06 | 70.9 | 1 | |
| CFtype=Random2021.06 | 70.8 | 0.9 | |
| Ftype=Shuffle2021.06 | 70.8 | 0.9 | |
| Ftype=Mixed-Rand2021.06 | 70.8 | 0.9 | |
| CFtype=Tile2021.06 | 70.4 | 0.3 | |
| Orig.2021.06 | 70.2 | 0 | |
| CFtype=CAGAN2021.06 | 70.1 | -0.1 | |
| CFtype=Grey2021.06 | 69.7 | -0.7 | |
| Mixupalpha=0.22021.06 | 69.4 | -1.1 | |
| CFtype=Shuffle2021.06 | 68.9 | -1.9 | |
| LSepsilon=0.22021.06 | 67.8 | -3.4 |