Open-i
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disease Diagnosis | Open-I | Accuracy99.22 | 30 | |
| Medical Image Classification | Open-i (random) | Accuracy73.3 | 19 | |
| Image-to-text retrieval | Open-I | mAP0.449 | 17 | |
| Text-to-Image Retrieval | open-i | mAP0.434 | 14 | |
| Medical Report Generation | Open-i | CIDEr0.345 | 9 | |
| Multi-label CXR Classification | Open-I (test) | AUC0.838 | 8 | |
| Disease classification | Open-I (test) | POS AUC0.861 | 6 | |
| Medical Report Generation | Open-i (test) | Realistic Score3.85 | 3 | |
| Radiology Report Human Evaluation | Open-I (test) | Clarity Mean Score4.97 | 2 | |
| Multi-label Disease Classification | Open-I | F1 Score71.08 | 2 |
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