Image Classification on ImageNet-9 Mixed-Rand
85.5AccuracyBYOL
Evaluation results
| Method | Links | |
|---|---|---|
| BYOLAugmentation=BG_Random, Pre-training duration=medium2021.03 | 85.5 | |
| MoCo-v2Augmentation=BG_Swaps, Pre-training duration=medium2021.03 | 84.1 | |
| BYOLAugmentation=BG_RM, Pre-training duration=medium2021.03 | 83.2 | |
| BYOLAugmentation=baseline, Pre-training duration=medium2021.03 | 79.6 | |
| SupervisedTraining=Supervised2021.03 | 78.9 | |
| SwAVAugmentation=BG_RM, Pre-training duration=medium2021.03 | 77.1 | |
| SwAVAugmentation=BG_Random, Pre-training duration=medium2021.03 | 77 | |
| MoCo-v2Augmentation=BG_RM, Pre-training duration=medium2021.03 | 76.3 | |
| SwAVAugmentation=baseline, Pre-training duration=medium2021.03 | 71.3 | |
| MoCo-v2Augmentation=baseline, Pre-training duration=medium2021.03 | 70.7 |