Object Detection on Mixed multimodality medical dataset 1.0 (test)
41.3APMoCA + QueryREPA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MoCA + QueryREPAdetector=DINO, Encoder=PubMedCLIP2025.10 | 41.3 | 65.5 | 43.3 | 26.6 | 33.2 | 45.4 | |
| MoCA + QueryREPAdetector=DINO, Encoder=CLIP2025.10 | 41.1 | 65.5 | 43.4 | 25.4 | 34.6 | 44.9 | |
| MoCA + QueryREPAdetector=DINO, Encoder=BiomedCLIP2025.10 | 40.6 | 65.4 | 42.4 | 24.2 | 33.5 | 44.8 | |
| Co-DETR2025.10 | 40.2 | 59.1 | 43.6 | 25.9 | 32.7 | 43.3 | |
| RTMDet2025.10 | 38.5 | 57.4 | 41.9 | 22.4 | 32 | 42.5 | |
| DiffusionDet2025.10 | 38.2 | 60.3 | 40.1 | 22.4 | 30.6 | 41.6 | |
| GLIP-A2025.10 | 37.7 | 58.3 | 40.1 | 20.9 | 31 | 41.4 | |
| DINO2025.10 | 37.7 | 58.6 | 37.8 | 19.9 | 29.8 | 41.7 | |
| GLIP2025.10 | 37.4 | 57.5 | 39.9 | 20.8 | 30.5 | 42.2 | |
| GLIP-C2025.10 | 37.4 | 57.5 | 40.3 | 21.3 | 29.9 | 42 | |
| GLIP-B2025.10 | 37.1 | 57.4 | 39.4 | 22.4 | 29.7 | 40.8 | |
| Sparse RCNN2025.10 | 35.9 | 54.4 | 38.8 | 18.4 | 29 | 38 | |
| Deformable DETR2025.10 | 35 | 54.4 | 37.8 | 17.4 | 27.6 | 38.2 | |
| Grounding DINO2025.10 | 32.7 | 50.9 | 35.1 | 17.9 | 26.2 | 33.9 |