Image-to-Text Retrieval on NUS-WIDE (mAP@50)
91.1mAP@50DDSS
Evaluation results
| Method | Links | |
|---|---|---|
| DDSSHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 91.1 | |
| DDSSHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 90.7 | |
| UCMFHHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.7 | |
| DDSSHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.7 | |
| SpikeHashHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.3 | |
| UCMFHHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.1 | |
| SpikeHashHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89 | |
| UDCHHash Code Length=128 bits2026.05 | 88.7 | |
| UDCHHash Code Length=64 bits2026.05 | 88.4 | |
| SpikeHashHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 88.2 | |
| UCMFHHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 88 | |
| UDCHHash Code Length=32 bits2026.05 | 87.7 | |
| DDSSHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 87.1 | |
| SCTHHash Code Length=128 bits2026.05 | 86.3 | |
| CIRHHash Code Length=128 bits2026.05 | 86.2 | |
| USFTHHash Code Length=128 bits2026.05 | 86.2 | |
| SCTHHash Code Length=64 bits2026.05 | 85.7 | |
| UDCHHash Code Length=16 bits2026.05 | 85.7 | |
| USFTHHash Code Length=64 bits2026.05 | 85.5 | |
| SpikeHashHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 85.5 | |
| CIRHHash Code Length=64 bits2026.05 | 85.4 | |
| UCMFHHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 85.3 | |
| AGCHHash Code Length=128 bits2026.05 | 85.2 | |
| SACHHash Code Length=128 bits2026.05 | 85 | |
| UCCHHash Code Length=64 bits2026.05 | 84.2 | |
| UCCHHash Code Length=128 bits2026.05 | 84.2 | |
| UCCHHash Code Length=32 bits2026.05 | 84.1 | |
| SCTHHash Code Length=32 bits2026.05 | 83.8 | |
| CIRHHash Code Length=32 bits2026.05 | 83.6 | |
| USFTHHash Code Length=32 bits2026.05 | 83.4 | |
| SACHHash Code Length=64 bits2026.05 | 83.2 | |
| AGCHHash Code Length=64 bits2026.05 | 83.1 | |
| AGCHHash Code Length=32 bits2026.05 | 83 | |
| UCCHHash Code Length=16 bits2026.05 | 83 | |
| UDDHHash Code Length=128 bits2026.05 | 82.2 | |
| DJSRHHash Code Length=128 bits2026.05 | 81.7 | |
| CIRHHash Code Length=16 bits2026.05 | 81.5 | |
| USFTHHash Code Length=16 bits2026.05 | 81.4 | |
| SCTHHash Code Length=16 bits2026.05 | 81.1 | |
| SACHHash Code Length=32 bits2026.05 | 81 | |
| AGCHHash Code Length=16 bits2026.05 | 80.9 | |
| UDDHHash Code Length=64 bits2026.05 | 80.1 | |
| DJSRHHash Code Length=64 bits2026.05 | 79.8 | |
| UDDHHash Code Length=32 bits2026.05 | 79.1 | |
| SACHHash Code Length=16 bits2026.05 | 78.9 | |
| DJSRHHash Code Length=32 bits2026.05 | 77.3 | |
| DJSRHHash Code Length=16 bits2026.05 | 72.4 | |
| AHLRHash Code Length=64 bits2026.05 | 69.9 | |
| AHLRHash Code Length=32 bits2026.05 | 68.8 | |
| AHLRHash Code Length=16 bits2026.05 | 67.8 | |
| UDCMHHash Code Length=128 bits2026.05 | 55.8 | |
| UDCMHHash Code Length=64 bits2026.05 | 52.4 | |
| UDCMHHash Code Length=32 bits2026.05 | 51.9 | |
| UDCMHHash Code Length=16 bits2026.05 | 51.1 | |
| CMFHHash Code Length=128 bits2026.05 | 46.7 | |
| CMFHHash Code Length=64 bits2026.05 | 46.5 | |
| CMFHHash Code Length=32 bits2026.05 | 45.9 | |
| DBRCHash Code Length=32 bits2026.05 | 45.9 | |
| CMFHHash Code Length=16 bits2026.05 | 45.5 | |
| DBRCHash Code Length=64 bits2026.05 | 44.7 | |
| DBRCHash Code Length=128 bits2026.05 | 44.7 | |
| DBRCHash Code Length=16 bits2026.05 | 42.4 |