Cross-Modal Rank-1 Identification on UND X1
83.73Rank-1 Identification AccuracyDPM
Evaluation results
| Method | Links | |
|---|---|---|
| DPMGallery size=all available/subject2016.01 | 83.73 | |
| DPMGallery size=all available/subject, Architecture=1 hidden-layer2016.01 | 79.57 | |
| Hu et alGallery size=all available/subject2016.01 | 72.7 | |
| Baseline-2Gallery size=all available/subject, Approach=PLS on same features2016.01 | 69.86 | |
| DPMGallery size=2/subject2016.01 | 60.83 | |
| Model with Up Convolution + DoG FilterUpsampling method=Up Convolution, Preprocessing (DoG filter)=True2020.02 | 58.75 | |
| DPMGallery size=2/subject, Architecture=1 hidden-layer2016.01 | 58.26 | |
| DPMGallery size=1/subject2016.01 | 55.36 | |
| Deep Perceptual Mapping2020.02 | 55.36 | |
| Baseline-1Gallery size=all available/subject, Features=same features w/o DPM2016.01 | 52.34 | |
| Baseline-2Gallery size=2/subject, Approach=PLS on same features2016.01 | 50.89 | |
| DPMGallery size=1/subject, Architecture=1 hidden-layer2016.01 | 50.67 | |
| Hu et alGallery size=2/subject2016.01 | 50.4 | |
| Choi et alGallery size=2/subject2016.01 | 49.9 | |
| Model with Up ConvolutionUpsampling method=Up Convolution, Preprocessing (DoG filter)=False2020.02 | 49.25 | |
| Hu et alGallery size=1/subject2016.01 | 46.3 | |
| Baseline-2Gallery size=1/subject, Approach=PLS on same features2016.01 | 44.75 | |
| Partial Least Squares2020.02 | 44.75 | |
| Model with Bilinear UpsampleUpsampling method=Bilinear, Preprocessing (DoG filter)=False2020.02 | 42 | |
| Baseline-1Gallery size=2/subject, Features=same features w/o DPM2016.01 | 35.6 | |
| Baseline-1Gallery size=1/subject, Features=same features w/o DPM2016.01 | 30.36 |