Text-to-Image Retrieval on ViSU (test)
50R@1MERU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MERUTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 50 | 84.1 | 91.1 | |
| HySAC2025.03 | 49.8 | 84.1 | 90.7 | |
| HyCoCLIPTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 47.7 | 81.9 | 89.1 | |
| Safe-CLIP2025.03 | 45.9 | 81.8 | 89.7 | |
| HySAC2025.03 | 42.1 | 73.3 | 79.8 | |
| CLIP2025.03 | 36.8 | 71.6 | 81.5 | |
| HyCoCLIP2025.03 | 34.3 | 71.2 | 80.6 | |
| HySAC2025.03 | 30.5 | 62.8 | 71.8 | |
| Safe-CLIP2025.03 | 19.1 | 62.9 | 71.1 | |
| MERU2025.03 | 14.9 | 43 | 54.2 | |
| HyCoCLIP2025.03 | 8.2 | 37.8 | 45.7 | |
| Safe-CLIP2025.03 | 8 | 46.9 | 58 | |
| HyCoCLIPTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 6.9 | 45.2 | 53.6 | |
| MERUTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 5.7 | 47.9 | 54.7 | |
| CLIP2025.03 | 4.6 | 32.9 | 40.6 | |
| MERU2025.03 | 4.4 | 22.6 | 29.4 | |
| HyCoCLIP2025.03 | 2.8 | 25.3 | 33.2 | |
| MERUTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 2.3 | 39.9 | 49.4 | |
| MERU2025.03 | 2.2 | 15.2 | 21.5 | |
| CLIP2025.03 | 2 | 24.8 | 33.2 | |
| HyCoCLIPTraining=CLIP fine-tuned in hyperbolic space on ViSU training set2025.03 | 1.5 | 32.7 | 42.3 |