Few-shot Image Classification on MetaDataset v2 (test)
76.1AccuracyUpperCaSE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UpperCaSEProtocol=hybrid, Net=ENB0, Img=224, Param.=4.0M2022.06 | 76.1 | 0.2 | |
| UpperCaSEProtocol=hybrid, Net=RN50, Img=224, Param.=23.5M2022.06 | 74.9 | 0.8 | |
| Big TransferProtocol=fine-tuning, Net=RN50, Img=224, Param.=23.5M2022.06 | 73.3 | 526.3 | |
| SURProtocol=fine-tuning, Net=RN50, Img=224, Param.=164.6M2022.06 | 71.3 | 28.8 | |
| MD-TransferProtocol=fine-tuning, Net=RN18, Img=126, Param.=11.2M2022.06 | 63.4 | 118.6 |