Linear Probing on Places
26.8Accuracy (c1)SeLa [3k x 10] + Rot
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SeLa [3k x 10] + Rotevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 26.8 | 35.5 | 41 | 43 | 41.3 | |
| SeLa [3k x 10]evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 26.7 | 34.9 | 39.9 | 41.8 | 39.7 | |
| RotNet+retrievalevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 25.5 | 36 | 40.1 | 42.2 | 41.3 | |
| SeLa [3k x 10]evaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 24.5 | 31.9 | 36.7 | 38 | 37 | |
| RotNet+retrievalevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 24 | 33.8 | 37.5 | 39.3 | 38.9 | |
| SeLa [3k x 10] + Rotevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 24 | 31.7 | 37.1 | 39 | 37.6 | |
| DeepClusterevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 23.8 | 32.8 | 37.3 | 36 | 31 | |
| SeLa [3k x 10] + Rot + more aug.evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 23.4 | 33 | 39.4 | 41.4 | 39.9 | |
| ImageNet supervisedevaluation_protocol=1-crop2019.11 | 22.7 | 34.8 | 38.4 | 39.4 | 38.7 | |
| ImageNet supervisedevaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 22.6 | 33.2 | 39 | 41.3 | 39.7 | |
| Places supervisedevaluation_protocol=1-crop2019.11 | 22.1 | 35.1 | 40.2 | 43.3 | 44.6 | |
| AETevaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 22.1 | 32.9 | 37.1 | 36.2 | 34.7 | |
| BiGANevaluation_protocol=1-crop2019.11 | 22 | 28.7 | 31.8 | 31.3 | 29.7 | |
| RotNetevaluation_protocol=1-crop2019.11 | 21.5 | 31 | 35.1 | 34.6 | 33.7 | |
| SeLa [3k x 10] + Rot + more aug.evaluation_protocol=1-crop, variant=larger AlexNet2019.11 | 21.1 | 30.4 | 36.5 | 37.9 | 37.3 | |
| Instance retrievalevaluation_protocol=1-crop2019.11 | 18.8 | 24.3 | 31.9 | 34.5 | 33.6 | |
| Local Agg.evaluation_protocol=10-crop, variant=larger AlexNet2019.11 | 18.7 | 32.7 | 38.2 | 40.3 | 39.5 | |
| Inpaintingevaluation_protocol=1-crop2019.11 | 18.2 | 23.2 | 23.4 | 21.9 | 18.4 | |
| Randomevaluation_protocol=1-crop2019.11 | 15.7 | 20.3 | 19.8 | 19.1 | 17.5 |