Image Classification on ImageNet-9 Mixed-Next
84AccuracyBYOL
Evaluation results
| Method | Links | |
|---|---|---|
| BYOLAugmentation=BG_Random, Pre-training duration=medium2021.03 | 84 | |
| MoCo-v2Augmentation=BG_Swaps, Pre-training duration=medium2021.03 | 82.2 | |
| BYOLAugmentation=BG_RM, Pre-training duration=medium2021.03 | 80.7 | |
| SupervisedTraining=Supervised2021.03 | 77.2 | |
| BYOLAugmentation=baseline, Pre-training duration=medium2021.03 | 77.1 | |
| SwAVAugmentation=BG_Random, Pre-training duration=medium2021.03 | 74.4 | |
| SwAVAugmentation=BG_RM, Pre-training duration=medium2021.03 | 74.3 | |
| MoCo-v2Augmentation=BG_RM, Pre-training duration=medium2021.03 | 73 | |
| SwAVAugmentation=baseline, Pre-training duration=medium2021.03 | 69 | |
| MoCo-v2Augmentation=baseline, Pre-training duration=medium2021.03 | 67 |