Artist attribution on Rijks 2014 (test)
78.5AccuracyOmniArt (multi-task)
Evaluation Results
| Method | Links | |
|---|---|---|
| OmniArt (multi-task)Targets (#)=100, Data set usage (%)=36.8%2017.08 | 78.5 | |
| Deep CNN (single task)Targets (#)=100, Data set usage (%)=36.8%2017.08 | 76.7 | |
| Mensink et al.Targets (#)=100, Data set usage (%)=36.8%2017.08 | 76.3 | |
| OmniArt (multi-task)Targets (#)=200, Data set usage (%)=48%2017.08 | 74 | |
| Deep CNN (single task)Targets (#)=200, Data set usage (%)=48%2017.08 | 72.5 | |
| Mensink et al.Targets (#)=200, Data set usage (%)=48%2017.08 | 72.1 | |
| OmniArt (multi-task)Targets (#)=300, Data set usage (%)=55%2017.08 | 70.8 | |
| Deep CNN (single task)Targets (#)=300, Data set usage (%)=55%2017.08 | 69.5 | |
| Mensink et al.Targets (#)=300, Data set usage (%)=55%2017.08 | 68.7 | |
| OmniArt (multi-task)Targets (#)=374, Data set usage (%)=59.1%2017.08 | 67 | |
| Mensink et al.Targets (#)=374, Data set usage (%)=59.1%2017.08 | 66.5 | |
| Deep CNN (single task)Targets (#)=374, Data set usage (%)=59.1%2017.08 | 63.9 | |
| Mensink et al.Targets (#)=374+u, Data set usage (%)=100%2017.08 | 52.8 | |
| OmniArt (multi-task)Targets (#)=374+u, Data set usage (%)=100%2017.08 | 52.2 | |
| Deep CNN (single task)Targets (#)=374+u, Data set usage (%)=100%2017.08 | 50.3 |