Image Classification on Places (val)
44.6Acc@1Places Labels
Evaluation Results
| Method | Links | |
|---|---|---|
| Places LabelsBackbone=AlexNet, Layer=conv52018.07 | 44.6 | |
| Places LabelsBackbone=AlexNet, Layer=conv42018.07 | 43.3 | |
| Places LabelsBackbone=AlexNet, Layer=conv32018.07 | 40.2 | |
| ImageNet LabelsBackbone=AlexNet, Layer=conv42018.07 | 39.4 | |
| ImageNet LabelsBackbone=AlexNet, Layer=conv52018.07 | 38.7 | |
| ImageNet LabelsBackbone=AlexNet, Layer=conv32018.07 | 38.4 | |
| DeepClusterBackbone=AlexNet, Layer=conv42018.07 | 37.5 | |
| DeepClusterBackbone=AlexNet, Layer=conv32018.07 | 37 | |
| Noroozi et al. [45]Backbone=AlexNet, Layer=conv32018.07 | 36.3 | |
| Noroozi and Favaro [26]Backbone=AlexNet, Layer=conv32018.07 | 35.5 | |
| Places LabelsBackbone=AlexNet, Layer=conv22018.07 | 35.1 | |
| ImageNet LabelsBackbone=AlexNet, Layer=conv22018.07 | 34.8 | |
| Noroozi and Favaro [26]Backbone=AlexNet, Layer=conv42018.07 | 34.8 | |
| Noroozi et al. [45]Backbone=AlexNet, Layer=conv42018.07 | 34.7 | |
| Zhang et al. [43]Backbone=AlexNet, Layer=conv42018.07 | 34.1 | |
| Zhang et al. [43]Backbone=AlexNet, Layer=conv32018.07 | 34 | |
| Noroozi et al. [45]Backbone=AlexNet, Layer=conv22018.07 | 33.9 | |
| DeepClusterBackbone=AlexNet, Layer=conv52018.07 | 33.1 | |
| Doersch et al. [25]Backbone=AlexNet, Layer=conv42018.07 | 32.7 | |
| Zhang et al. [43]Backbone=AlexNet, Layer=conv52018.07 | 32.5 | |
| Noroozi and Favaro [26]Backbone=AlexNet, Layer=conv22018.07 | 32.1 | |
| Doersch et al. [25]Backbone=AlexNet, Layer=conv32018.07 | 31.9 | |
| Noroozi and Favaro [26]Backbone=AlexNet, Layer=conv52018.07 | 31.3 | |
| Doersch et al. [25]Backbone=AlexNet, Layer=conv52018.07 | 30.9 | |
| DeepClusterBackbone=AlexNet, Layer=conv22018.07 | 30.8 | |
| Zhang et al. [43]Backbone=AlexNet, Layer=conv22018.07 | 30.7 | |
| Zhang et al. [28]Backbone=AlexNet, Layer=conv42018.07 | 30.3 | |
| Zhang et al. [28]Backbone=AlexNet, Layer=conv52018.07 | 29.7 | |
| Zhang et al. [28]Backbone=AlexNet, Layer=conv32018.07 | 29.6 | |
| Noroozi et al. [45]Backbone=AlexNet, Layer=conv52018.07 | 29.6 | |
| Donahue et al. [20]Backbone=AlexNet, Layer=conv32018.07 | 27.1 | |
| Doersch et al. [25]Backbone=AlexNet, Layer=conv22018.07 | 26.7 | |
| Donahue et al. [20]Backbone=AlexNet, Layer=conv22018.07 | 26.2 | |
| Donahue et al. [20]Backbone=AlexNet, Layer=conv42018.07 | 26.1 | |
| Zhang et al. [28]Backbone=AlexNet, Layer=conv22018.07 | 25.7 | |
| Donahue et al. [20]Backbone=AlexNet, Layer=conv52018.07 | 24 | |
| Pathak et al. [38]Backbone=AlexNet, Layer=conv32018.07 | 23.4 | |
| Noroozi et al. [45]Backbone=AlexNet, Layer=conv12018.07 | 23.3 | |
| Pathak et al. [38]Backbone=AlexNet, Layer=conv22018.07 | 23.2 | |
| Noroozi and Favaro [26]Backbone=AlexNet, Layer=conv12018.07 | 23 | |
| ImageNet LabelsBackbone=AlexNet, Layer=conv12018.07 | 22.7 | |
| Places LabelsBackbone=AlexNet, Layer=conv12018.07 | 22.1 | |
| Pathak et al. [38]Backbone=AlexNet, Layer=conv42018.07 | 21.9 | |
| Donahue et al. [20]Backbone=AlexNet, Layer=conv12018.07 | 21.4 | |
| Zhang et al. [43]Backbone=AlexNet, Layer=conv12018.07 | 21.3 | |
| RandomBackbone=AlexNet, Layer=conv22018.07 | 20.3 | |
| RandomBackbone=AlexNet, Layer=conv32018.07 | 19.8 | |
| Doersch et al. [25]Backbone=AlexNet, Layer=conv12018.07 | 19.7 | |
| RandomBackbone=AlexNet, Layer=conv42018.07 | 19.1 | |
| DeepClusterBackbone=AlexNet, Layer=conv12018.07 | 18.6 | |
| Pathak et al. [38]Backbone=AlexNet, Layer=conv52018.07 | 18.4 | |
| Pathak et al. [38]Backbone=AlexNet, Layer=conv12018.07 | 18.2 | |
| RandomBackbone=AlexNet, Layer=conv52018.07 | 17.5 | |
| Zhang et al. [28]Backbone=AlexNet, Layer=conv12018.07 | 16 | |
| RandomBackbone=AlexNet, Layer=conv12018.07 | 15.7 |