Image Classification on iNaturalist Few-shot 2018
74.3Top-1 AccuracyRIDE (6 experts)
Evaluation Results
| Method | Links | |
|---|---|---|
| RIDE (6 experts)GFlops=9.83 (2.4x), Training Epochs=300, Expert assignment module=None2020.10 | 74.3 | |
| RIDE (4 experts)GFlops=4.73 (1.2x), Training Epochs=2002020.10 | 73.3 | |
| RIDE (4 experts)GFlops=4.51 (1.1x)2020.10 | 73.1 | |
| RIDE (3 experts)GFlops=4.17 (1.0x)2020.10 | 72.7 | |
| RIDE (2 experts)GFlops=3.67 (0.9x)2020.10 | 71.7 | |
| τ-normGFlops=4.14 (1.0x)2020.10 | 65.9 | |
| LWSGFlops=4.14 (1.0x)2020.10 | 65.5 | |
| BBNGFlops=4.36 (1.1x)2020.10 | 65.3 | |
| OLTRGFlops=4.14 (1.0x)2020.10 | 64.9 | |
| cRTGFlops=4.14 (1.0x)2020.10 | 63.2 | |
| CEGFlops=4.14 (1.0x)2020.10 | 57.2 |