Medical Visual Question Answering on MIMIC-Ext-VQA Closed
89.53AccuracyPhi3.5V-Med
Evaluation results
| Method | Links | |
|---|---|---|
| Phi3.5V-MedEvaluation Protocol=Fine-Tuning, Decoding Strategy=ARCD2025.12 | 89.53 | |
| Phi3.5V-MedEvaluation Protocol=Fine-Tuning, Decoding Strategy=Greedy2025.12 | 82.72 | |
| Phi3.5V-MedEvaluation Protocol=Fine-Tuning, Decoding Strategy=VCD2025.12 | 81.68 | |
| Phi3.5V-MedEvaluation Protocol=Fine-Tuning, Decoding Strategy=DoLA2025.12 | 80.1 | |
| Phi3.5V-MedEvaluation Protocol=Fine-Tuning, Decoding Strategy=OPERA2025.12 | 78.53 | |
| GPT-4oEvaluation Protocol=General Domain, Decoding Strategy=Greedy2025.12 | 74.87 | |
| HuatuoV-34BEvaluation Protocol=Zero-Shot, Decoding Strategy=Greedy2025.12 | 65.45 | |
| Phi3.5V-MedEvaluation Protocol=Zero-Shot, Decoding Strategy=ARCD2025.12 | 62.83 | |
| Phi3.5V-MedEvaluation Protocol=Zero-Shot, Decoding Strategy=OPERA2025.12 | 61.78 | |
| Phi3.5V-MedEvaluation Protocol=Zero-Shot, Decoding Strategy=VCD2025.12 | 59.16 | |
| Phi3.5V-MedEvaluation Protocol=Zero-Shot, Decoding Strategy=Greedy2025.12 | 58.12 | |
| LLaVA-1.6-7BEvaluation Protocol=General Domain, Decoding Strategy=Greedy2025.12 | 57.07 | |
| Qwen-VL-7BEvaluation Protocol=General Domain, Decoding Strategy=Greedy2025.12 | 56.54 | |
| Phi3.5V-MedEvaluation Protocol=Zero-Shot, Decoding Strategy=DoLA2025.12 | 56.54 | |
| Phi3.5V-4.2BEvaluation Protocol=General Domain, Decoding Strategy=Greedy2025.12 | 56.02 | |
| LLaVA-Med-7BEvaluation Protocol=Zero-Shot, Decoding Strategy=Greedy2025.12 | 55.5 |