Hash Learning on CIFAR10 (test)
24mAP (Hamming Ranking)Linear RIM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Linear RIMHash code length=16-bit2017.02 | 24 | 15.9 | 14.2 | |
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=400-4002017.02 | 21.4 | 27.3 | 26.4 | |
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=200-2002017.02 | 21.2 | 27.3 | 26.1 | |
| Linear RIMHash Code Length=32-bit2017.02 | 21.2 | 16.7 | 15.2 | |
| IMSAT (VAT)Network dimensionality=80-50, Hash Code Length=32-bit2017.02 | 20 | 23.5 | 22.4 | |
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 19.8 | 21 | 19.3 | |
| IMSAT (VAT)Network dimensionality=200-200, Hash Code Length=32-bit2017.02 | 18.9 | 29.8 | 29.1 | |
| IMSAT (VAT)Network dimensionality=400-400, Hash Code Length=32-bit2017.02 | 18.9 | 30.8 | 29.2 | |
| Deep HashNetwork dimensionality=80-50, Hash Code Length=32-bit2017.02 | 16.6 | 26 | 15.8 | |
| Deep HashHash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 16.2 | 23.8 | 23.3 | |
| PCA-ITQHash Code Length=32-bit2017.02 | 16.2 | 25.3 | 15 | |
| PCA-ITQHash code length=16-bit2017.02 | 15.7 | 22.5 | 22.6 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=200-2002017.02 | 15.6 | 21.6 | 21.1 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=400-4002017.02 | 15.4 | 21.5 | 20.9 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 15.2 | 21.8 | 21.2 | |
| Deep RIMNetwork dimensionality=80-50, Hash Code Length=32-bit2017.02 | 14.2 | 24 | 23.5 | |
| Deep RIMNetwork dimensionality=400-400, Hash Code Length=32-bit2017.02 | 14.2 | 23.9 | 23.7 | |
| Deep RIMNetwork dimensionality=200-200, Hash Code Length=32-bit2017.02 | 14.1 | 23.7 | 23.3 | |
| Spectral hashHash code length=16-bit2017.02 | 12.6 | 18.8 | 18.5 | |
| Spectral hashHash Code Length=32-bit2017.02 | 12.4 | 19.7 | 20.6 |