Text-to-Image Retrieval on MSKBrain
20.5R@1brat
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| brat2025.12 | 20.5 | 49.3 | 66.6 | 91.1 | 71.8 | 6 | 124.1 | |
| bratQuestion Decomposition=false2025.12 | 17.3 | 45.8 | 61.5 | 89.4 | 71.1 | 6 | 37.3 | |
| Q-FormerQuestion Decomposition=true2025.12 | 15.5 | 37 | 54.2 | 85.1 | 70.1 | 10 | 34.8 | |
| Q-Former2025.12 | 15.4 | 37.7 | 52.9 | 86.7 | 67.2 | 10 | 32.5 | |
| CLIP2025.12 | 14.6 | 40.7 | 56.4 | 89.4 | 71.8 | 8 | 35.8 | |
| Colbert2025.12 | 12.5 | 37 | 50.9 | 88.9 | 68 | 10 | 31.9 | |
| bratPrompt Retrieval=true2025.12 | 9.9 | 34.9 | 49.7 | 87.5 | 72.3 | 11 | 36.6 | |
| bratBackbone=ResNet2025.12 | 9.5 | 29.2 | 43.6 | 84.3 | 65.4 | 13 | 109.4 | |
| bratBackbone=ViT2025.12 | 1.5 | 6.6 | 11.7 | 66.1 | 41 | 385 | 404.6 |