Classification on PASCAL VOC
79.9mAPImageNet labels
Evaluation Results
| Method | Links | |
|---|---|---|
| ImageNet labelsevaluation protocol=ALL2018.07 | 79.9 | |
| ImageNet labelsevaluation protocol=FC6-82018.07 | 78.9 | |
| DeepClusterevaluation protocol=ALL2018.07 | 73.7 | |
| DeepClusterevaluation protocol=FC6-82018.07 | 70.4 | |
| Noroozi et al.evaluation protocol=ALL2018.07 | 67.7 | |
| Noroozi and Favaroevaluation protocol=ALL2018.07 | 67.6 | |
| Zhang et al.evaluation protocol=ALL, data-dependent initialization=true2018.07 | 67.1 | |
| Zhang et al.evaluation protocol=ALL, data-dependent initialization=true2018.07 | 65.9 | |
| Doersch et al.evaluation protocol=ALL, data-dependent initialization=true2018.07 | 65.3 | |
| Bojanowski and Joulinevaluation protocol=ALL, data-dependent initialization=true2018.07 | 65.3 | |
| Wang and Guptaevaluation protocol=ALL, data-dependent initialization=true2018.07 | 63.1 | |
| Zhang et al.evaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 63 | |
| Random-sobelevaluation protocol=ALL2018.07 | 61.9 | |
| Zhang et al.evaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 61.5 | |
| Owens et al.evaluation protocol=ALL, data-dependent initialization=true2018.07 | 61.3 | |
| Pathak et al.evaluation protocol=ALL2018.07 | 61 | |
| Donahue et al.evaluation protocol=ALL, data-dependent initialization=true2018.07 | 60.1 | |
| Random-rgbevaluation protocol=ALL2018.07 | 57 | |
| Bojanowski and Joulinevaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 56.7 | |
| Pathak et al.evaluation protocol=ALL2018.07 | 56.5 | |
| Wang and Guptaevaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 55.6 | |
| Doersch et al.evaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 55.1 | |
| Donahue et al.evaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 52.3 | |
| Owens et al.evaluation protocol=FC6-8, data-dependent initialization=true2018.07 | 52.3 | |
| Pathak et al.evaluation protocol=FC6-82018.07 | 34.6 | |
| Random-rgbevaluation protocol=FC6-82018.07 | 33.2 | |
| Random-sobelevaluation protocol=FC6-82018.07 | 29 |