Hash Learning on MNIST (test)
83.9mAP (Hamming Ranking)IMSAT (VAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=400-4002017.02 | 83.9 | 97 | 96.2 | |
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=200-2002017.02 | 80.7 | 95.8 | 94.6 | |
| IMSAT (VAT)Hash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 61.2 | 78.6 | 76.5 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=400-4002017.02 | 43.9 | 69 | 66.7 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=200-2002017.02 | 43.7 | 68.7 | 67 | |
| Deep HashHash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 43.1 | 67.9 | 66.1 | |
| Deep RIMHash code length=16-bit, Dimensions of hidden layers=60-302017.02 | 42.7 | 67.9 | 65.9 | |
| PCA-ITQHash code length=16-bit2017.02 | 41.2 | 66.4 | 65.7 | |
| Linear RIMHash code length=16-bit2017.02 | 35.9 | 68.9 | 71.3 | |
| Spectral hashHash code length=16-bit2017.02 | 26.6 | 56.3 | 57.5 |