Meibomian Gland Dysfunction Diagnosis on OSD Diagnostic Dataset Meibomian Gland Dysfunction
76.1AccuracyMDPipe-7B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MDPipe-7BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 76.1 | 67.2 | 81.7 | 69.2 | |
| MDPipe-13BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 74.4 | 61.4 | 82.9 | 65.7 | |
| GPT-4Fine-tuning status=without fine-tuning2024.10 | 65.2 | 65.7 | 76.8 | 65.5 | |
| PMC-LLAMAFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 63.6 | 70.7 | 61.5 | 64.7 | |
| Med-AlpacaFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 53.4 | 84.7 | 28.2 | 61.9 | |
| Llama2-7BFine-tuning status=without fine-tuning2024.10 | 52.7 | 83.2 | 23.3 | 62.3 | |
| GPT-3.5Fine-tuning status=without fine-tuning2024.10 | 48.6 | 95.5 | 25.6 | 60.6 | |
| LlamaFine-tuning status=without fine-tuning2024.10 | 40.6 | 88.7 | 17.1 | 55.9 |