Image Retrieval on CIFAR-10 (@1000) 20%-unseen
85.6mAP (Unseen@Unseen)UniHash
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniHashHash bits=64 bits2026.01 | 85.6 | 83.8 | |
| UniHashHash bits=32 bits2026.01 | 85.2 | 85.1 | |
| UniHashHash bits=16 bits2026.01 | 84.7 | 82.3 | |
| OrthoHashHash bits=32 bits2026.01 | 83 | 36 | |
| OrthoHashHash bits=64 bits2026.01 | 82.1 | 36.3 | |
| OrthoHashHash bits=16 bits2026.01 | 82 | 31.6 | |
| MDSHHash bits=64 bits2026.01 | 81.4 | 45.2 | |
| HashNetHash bits=64 bits2026.01 | 80.8 | 38.2 | |
| MDSHHash bits=32 bits2026.01 | 79.4 | 35 | |
| ADSHHash bits=16 bits2026.01 | 79 | 78.7 | |
| HashNetHash bits=16 bits2026.01 | 78.8 | 9.4 | |
| CHNHash bits=64 bits2026.01 | 78 | 39 | |
| HashNetHash bits=32 bits2026.01 | 77.7 | 24.7 | |
| CSQHash bits=16 bits2026.01 | 77.3 | 7.2 | |
| AGMHHash bits=16 bits2026.01 | 77 | 77.2 | |
| DAHNet*Hash bits=32 bits2026.01 | 77 | 76.9 | |
| MDSHHash bits=16 bits2026.01 | 76.3 | 18.8 | |
| DAHNet*Hash bits=16 bits2026.01 | 76.2 | 73.9 | |
| DAHNet*Hash bits=64 bits2026.01 | 75.8 | 75.1 | |
| CSQHash bits=64 bits2026.01 | 75.7 | 9.4 | |
| AGMHHash bits=32 bits2026.01 | 75.4 | 75.4 | |
| ADSHHash bits=64 bits2026.01 | 75.1 | 75.1 | |
| DSHHash bits=16 bits2026.01 | 74.5 | 11 | |
| ADSHHash bits=32 bits2026.01 | 74.4 | 59.3 | |
| CHNHash bits=16 bits2026.01 | 73.2 | 6.6 | |
| CHNHash bits=32 bits2026.01 | 73.2 | 11.6 | |
| AGMHHash bits=64 bits2026.01 | 73.2 | 73.2 | |
| CSQHash bits=32 bits2026.01 | 73.1 | 10.2 | |
| DSHHash bits=64 bits2026.01 | 72.4 | 20 | |
| DSHHash bits=32 bits2026.01 | 70.8 | 18.3 |