Text-to-Image Retrieval on MSCOCO (mAP@50)
94mAP@50DDSS
Evaluation results
| Method | Links | |
|---|---|---|
| DDSSHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 94 | |
| SpikeHashHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 93.9 | |
| DDSSHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 93.8 | |
| SpikeHashHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 93.6 | |
| SpikeHashHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 93.3 | |
| DDSSHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 92.8 | |
| UDCHHash Code Length=128 bits2026.05 | 91.2 | |
| SpikeHashHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 91 | |
| UCMFHHash Code Length=128 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 90.7 | |
| UDCHHash Code Length=64 bits2026.05 | 90.1 | |
| UCMFHHash Code Length=64 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.9 | |
| DDSSHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 89.6 | |
| CIRHHash Code Length=128 bits2026.05 | 89.5 | |
| UDCHHash Code Length=32 bits2026.05 | 88.5 | |
| UCMFHHash Code Length=32 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 88.4 | |
| CIRHHash Code Length=64 bits2026.05 | 87.2 | |
| UCCHHash Code Length=128 bits2026.05 | 86.6 | |
| UDCHHash Code Length=16 bits2026.05 | 85.6 | |
| CIRHHash Code Length=32 bits2026.05 | 84.7 | |
| UCMFHHash Code Length=16 bits, Pre-trained Features=CLIP ViT-B/322026.05 | 82.6 | |
| DJSRHHash Code Length=128 bits2026.05 | 82.3 | |
| UCCHHash Code Length=64 bits2026.05 | 82.2 | |
| UCCHHash Code Length=32 bits2026.05 | 82 | |
| AGCHHash Code Length=128 bits2026.05 | 81.7 | |
| CIRHHash Code Length=16 bits2026.05 | 81.1 | |
| DJSRHHash Code Length=64 bits2026.05 | 80.5 | |
| AGCHHash Code Length=64 bits2026.05 | 79.7 | |
| AGCHHash Code Length=32 bits2026.05 | 77.4 | |
| UCCHHash Code Length=16 bits2026.05 | 76.5 | |
| DJSRHHash Code Length=32 bits2026.05 | 75.3 | |
| AGCHHash Code Length=16 bits2026.05 | 74.6 | |
| DBRCHash Code Length=128 bits2026.05 | 73.5 | |
| SACHHash Code Length=64 bits2026.05 | 71.5 | |
| SACHHash Code Length=128 bits2026.05 | 71.1 | |
| DBRCHash Code Length=64 bits2026.05 | 69.7 | |
| SACHHash Code Length=32 bits2026.05 | 67.2 | |
| DBRCHash Code Length=32 bits2026.05 | 67.1 | |
| CMFHHash Code Length=32 bits2026.05 | 66.7 | |
| AHLRHash Code Length=64 bits2026.05 | 66.7 | |
| SACHHash Code Length=16 bits2026.05 | 66.2 | |
| AHLRHash Code Length=32 bits2026.05 | 65.6 | |
| DJSRHHash Code Length=16 bits2026.05 | 65 | |
| AHLRHash Code Length=16 bits2026.05 | 64.5 | |
| DBRCHash Code Length=16 bits2026.05 | 63.5 | |
| CMFHHash Code Length=16 bits2026.05 | 62.7 | |
| CMFHHash Code Length=128 bits2026.05 | 59.5 | |
| CMFHHash Code Length=64 bits2026.05 | 55.4 |