Semi-supervised Image Classification on ImageNet 1% (val)
49.5Top-1 AccDATA (7G~8G)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DATA (7G~8G)Params=45.2M, Fine-tuning epochs=202022.03 | 49.5 | 76.5 | |
| DATA (6G~7G)Params=45.4M, Fine-tuning epochs=202022.03 | 49.3 | 76.3 | |
| DATA (5G~6G)Params=43.4M, Fine-tuning epochs=202022.03 | 49 | 76.2 | |
| DATA (4G~5G)Params=37.0M, Fine-tuning epochs=202022.03 | 47.8 | 75.3 | |
| DATA (3G~4G)Params=33.5M, Fine-tuning epochs=202022.03 | 47.5 | 75.1 | |
| DATA (2G~3G)Params=19.5M, Fine-tuning epochs=202022.03 | 46.5 | 74.7 | |
| DATA (1G~2G)Params=14.7M, Fine-tuning epochs=202022.03 | 45.8 | 73.7 | |
| ResNet-50Params=25.5M, Pre-training=MoCo v2, Fine-tuning epochs=202022.03 | 39.8 | 68.3 |