Image Classification on iNaturalist Many-shot 2018
72.2Top-1 AccCE
Evaluation Results
| Method | Links | |
|---|---|---|
| CEGFlops=4.14 (1.0x)2020.10 | 72.2 | |
| RIDE (6 experts)GFlops=9.83 (2.4x), Training Epochs=300, Expert assignment module=None2020.10 | 71 | |
| RIDE (4 experts)GFlops=4.51 (1.1x)2020.10 | 70.9 | |
| RIDE (4 experts)GFlops=4.73 (1.2x), Training Epochs=2002020.10 | 70.5 | |
| RIDE (2 experts)GFlops=3.67 (0.9x)2020.10 | 70.2 | |
| RIDE (3 experts)GFlops=4.17 (1.0x)2020.10 | 70.2 | |
| cRTGFlops=4.14 (1.0x)2020.10 | 69 | |
| τ-normGFlops=4.14 (1.0x)2020.10 | 65.6 | |
| LWSGFlops=4.14 (1.0x)2020.10 | 65 | |
| OLTRGFlops=4.14 (1.0x)2020.10 | 59 | |
| BBNGFlops=4.36 (1.1x)2020.10 | 49.4 |