Image Classification on VD-DG
17.7Aircraft Top-1 AccEpi-R
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Epi-RIntegration Strategy=Concat2019.01 | 17.7 | 40.2 | 55.4 | 45.7 | 39.7 | 304 | |
| MLDGIntegration Strategy=Concat2019.01 | 17.4 | 38.3 | 54 | 44.4 | 38.5 | 279 | |
| AGGIntegration Strategy=Concat2019.01 | 17.4 | 37.7 | 56.3 | 43.3 | 38.7 | 265 | |
| DANNIntegration Strategy=Concat2019.01 | 17.4 | 37.9 | 55.5 | 44.5 | 38.8 | 277 | |
| CrossGradIntegration Strategy=Concat2019.01 | 17.2 | 34.6 | 49.2 | 42.7 | 35.9 | 241 | |
| DANNIntegration Strategy=Combine2019.01 | 16 | 33 | 53.7 | 33.9 | 34.1 | 165 | |
| CrossGradIntegration Strategy=Combine2019.01 | 15.9 | 32.2 | 54.9 | 35.2 | 34.6 | 169 | |
| MLDGIntegration Strategy=Combine2019.01 | 15.7 | 32.5 | 54.4 | 34.9 | 34.4 | 169 | |
| AGGIntegration Strategy=Combine2019.01 | 15.7 | 31.5 | 57 | 36.1 | 35.1 | 172 | |
| Epi-RIntegration Strategy=Combine2019.01 | 15.5 | 33.9 | 55.9 | 37.3 | 35.7 | 194 | |
| DANNIntegration Strategy=Mean2019.01 | 15 | 36.6 | 52.2 | 36.1 | 35 | 202 | |
| AGGIntegration Strategy=Mean2019.01 | 14.6 | 35.1 | 52 | 35 | 34.2 | 185 | |
| MLDGIntegration Strategy=Mean2019.01 | 14.2 | 34.6 | 53.2 | 36.7 | 34.7 | 194 | |
| Epi-RIntegration Strategy=Mean2019.01 | 13.9 | 37.8 | 53 | 37.1 | 35.5 | 217 | |
| CrossGradIntegration Strategy=Mean2019.01 | 13.7 | 31.4 | 49.3 | 35.7 | 32.5 | 169 | |
| ImageNet PT2019.01 | 12.7 | 35.2 | 48.1 | 35 | 32.8 | 185 |