Image Retrieval on CIFAR10 (mAP by Bit Precision)
94.09mAP (32-bit)Spikinghash-M
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Spikinghash-MParam (M)=6.24, Power (mJ)=0.662025.01 | 94.09 | 92.95 | 94.1 | 94.15 | |
| Spikinghash-SParam (M)=3.87, Power (mJ)=0.562025.01 | 92.86 | 92.01 | 92.96 | 93.01 | |
| Spikingformer-CMLParam (M)=9.32, Power (mJ)=0.592025.01 | 92.68 | 91.41 | 92.83 | 92.96 | |
| HashFormerParam (M)=88.23, Power (mJ)=20.322025.01 | 91.67 | 91.21 | 92.11 | 92.36 | |
| HAAWParam (M)=18.40, Power (mJ)=17.542025.01 | 91.5 | — | 91.9 | — | |
| TransHash2025.01 | 91.08 | 90.75 | 91.41 | 91.66 | |
| HashNetParam (M)=58.31, Power (mJ)=3.302025.01 | 62.78 | 51.05 | 66.31 | 68.26 |