Linear Probing on ILSVRC 12
22.8c1SeLa [3k x 10] + Rot
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SeLa [3k x 10] + Rotevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 22.8 | 37.8 | 46.7 | 49.7 | 48.4 | |
| SeLa [3k x 10]evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 22.5 | 37.4 | 44.7 | 47.1 | 44.1 | |
| RotNet+retrievalevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 22.2 | 38.2 | 45.7 | 48.7 | 48.3 | |
| SeLa [3k x 10] + Rot + more aug.evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 21.9 | 37.1 | 46 | 50 | 50 | |
| ImageNet supervisedevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 21.6 | 37.2 | 46.9 | 52.9 | 54.4 | |
| RotNet+retrievalevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 20.8 | 35.2 | 41.8 | 44.3 | 44.4 | |
| SeLa [3k x 10] + Rotevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 20.6 | 32.3 | 40.4 | 43.1 | 42.3 | |
| SeLa [3k x 10]evaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 20.3 | 32.2 | 38.6 | 41.4 | 39.6 | |
| ImageNet supervisedevaluation_protocol=1-crop2019.11 | 19.3 | 36.3 | 44.2 | 48.3 | 50.5 | |
| AETevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 19.3 | 35.4 | 44 | 43.6 | 42.4 | |
| SeLa [3k x 10] + Rot + more aug.evaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 19.2 | 32.6 | 40.8 | 44.4 | 44.7 | |
| RotNetevaluation_protocol=1-crop2019.11 | 18.8 | 31.7 | 38.7 | 38.2 | 36.5 | |
| Local Agg.evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 18.7 | 32.7 | 38.1 | 42.3 | 42.4 | |
| CMCevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 18.4 | 33.5 | 38.1 | 40.4 | 42.6 | |
| BiGANevaluation_protocol=1-crop2019.11 | 17.7 | 24.5 | 31 | 29.9 | 28 | |
| Instance retrievalevaluation_protocol=1-crop2019.11 | 16.8 | 26.5 | 31.8 | 34.1 | 35.6 | |
| ANDevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 15.6 | 27 | 35.9 | 39.7 | 37.9 | |
| Inpaintingevaluation_protocol=1-crop2019.11 | 14.1 | 20.7 | 21 | 19.8 | 15.5 | |
| DeepClusterevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 13.4 | 32.3 | 41 | 39.6 | 38.2 | |
| Randomevaluation_protocol=1-crop2019.11 | 11.6 | 17.1 | 16.9 | 16.3 | 14.1 |