Acuity Classification on IU X-Ray (test)
86.8AccuracyHetMedAgent
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HetMedAgentConfiguration=w/o Clinician, Specialist Model=A^w_CXR, Reasoning Agent=GPT-4o2026.05 | 86.8 | 76.1 | 88 | 41.5 | 97.1 | 53.7 | 0.82 | |
| ViT-BERTImage Encoder=ViT-B/16, Text Encoder=BERT-based, Type=End-to-end multimodal classifier2026.05 | 83.7 | 71.6 | 85 | 34.8 | 96.4 | 46.8 | 0.783 |