Dry Eye Diagnosis on OSD Diagnostic Dataset Dry Eye
89.5AccuracyMDPipe-13B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MDPipe-13BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 89.5 | 88.2 | 91 | 89.9 | |
| MDPipe-7BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 86.9 | 89.3 | 84.3 | 87.8 | |
| PMC-LLAMAFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 73.3 | 73.1 | 77.7 | 75.8 | |
| GPT-4Fine-tuning status=without fine-tuning2024.10 | 70.7 | 77.1 | 66.3 | 67.7 | |
| Llama2-7BFine-tuning status=without fine-tuning2024.10 | 63.9 | 88.2 | 38.6 | 66.6 | |
| Med-AlpacaFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 62.5 | 87.3 | 33.5 | 70.3 | |
| GPT-3.5Fine-tuning status=without fine-tuning2024.10 | 57.7 | 86.7 | 32.7 | 64.9 | |
| LlamaFine-tuning status=without fine-tuning2024.10 | 49.8 | 93.2 | 14.7 | 60.5 |