Image Classification on ImageNet 10% labels 1.0 (train val)
90.7Top-5 AccBYOL + BG_Random
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BYOL + BG_RandomEvaluation Protocol=Finetune2021.03 | 90.7 | 72 | |
| BYOL + BG_RMEvaluation Protocol=Finetune2021.03 | 90.5 | 71.7 | |
| SwAV + BG_RandomEvaluation Protocol=Finetune2021.03 | 90.4 | 71.1 | |
| SwAV + BG_RMEvaluation Protocol=Finetune2021.03 | 90.2 | 70.8 | |
| BYOL (repro.)Evaluation Protocol=Finetune2021.03 | 90 | 70.6 | |
| SwAV (repro.)Evaluation Protocol=Finetune2021.03 | 89.9 | 70.1 | |
| SwAVEvaluation Protocol=Published Baseline2021.03 | 89.9 | 70.2 | |
| SwAV + BG_RMEvaluation Protocol=Linear2021.03 | 89.8 | 70.4 | |
| SwAV + BG_RandomEvaluation Protocol=Linear2021.03 | 89.7 | 70.2 | |
| BYOL + BG_RandomEvaluation Protocol=Linear2021.03 | 89.5 | 70.4 | |
| MoCo-v2 + BG_SwapsEvaluation Protocol=Finetune2021.03 | 89.5 | 68.7 | |
| MoCo-v2 (repro.)Evaluation Protocol=Finetune2021.03 | 89.4 | 67.6 | |
| Barlow TwinsEvaluation Protocol=Published Baseline2021.03 | 89.3 | 69.7 | |
| BYOL + BG_RMEvaluation Protocol=Linear2021.03 | 89.2 | 70.1 | |
| MoCo-v2 + BG_RMEvaluation Protocol=Finetune2021.03 | 89.2 | 67.8 | |
| BYOLEvaluation Protocol=Published Baseline2021.03 | 89 | 68.8 | |
| SwAV (repro.)Evaluation Protocol=Linear2021.03 | 88.7 | 68.3 | |
| BYOL (repro.)Evaluation Protocol=Linear2021.03 | 88.6 | 68.6 | |
| SimCLREvaluation Protocol=Published Baseline2021.03 | 87.8 | 65.6 | |
| MoCo-v2 + BG_SwapsEvaluation Protocol=Linear2021.03 | 86.4 | 65.9 | |
| MoCo-v2 + BG_RMEvaluation Protocol=Linear2021.03 | 86.2 | 65.1 | |
| MoCo-v2 (repro.)Evaluation Protocol=Linear2021.03 | 85.8 | 63.9 | |
| PIRLEvaluation Protocol=Published Baseline2021.03 | 83.8 | — | |
| SupervisedEvaluation Protocol=Supervised2021.03 | 80.4 | 56.4 |