Hash learning on MNIST standard (test)
64.8mAP (Hamming)IMSAT (VAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IMSAT (VAT)Network dimensionality=400-400, Hash Code Length=32-bit2017.02 | 64.8 | 97.3 | 96.7 | |
| IMSAT (VAT)Network dimensionality=200-200, Hash Code Length=32-bit2017.02 | 62.9 | 96.1 | 95.8 | |
| IMSAT (VAT)Network dimensionality=80-50, Hash Code Length=32-bit2017.02 | 55.4 | 87.6 | 88.8 | |
| Deep HashNetwork dimensionality=80-50, Hash Code Length=32-bit2017.02 | 45 | 74.7 | 73.3 | |
| PCA-ITQHash Code Length=32-bit2017.02 | 43.8 | 74 | 73.1 | |
| Deep RIMNetwork dimensionality=400-400, Hash Code Length=32-bit2017.02 | 37 | 76.1 | 75.7 | |
| Deep RIMNetwork dimensionality=200-200, Hash Code Length=32-bit2017.02 | 36.5 | 76.2 | 75.9 | |
| Deep RIMNetwork dimensionality=80-50, Hash Code Length=32-bit2017.02 | 34.8 | 72.7 | 72.6 | |
| Linear RIMHash Code Length=32-bit2017.02 | 29.7 | 68.9 | 60.9 | |
| Spectral hashHash Code Length=32-bit2017.02 | 25.7 | 61.3 | 65.3 |