Surgical Outcome Prediction on SNOT-22 Surgical Outcome (test)
0.66AUROCMLP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLPcalibration=calibrated2026.01 | 0.66 | 0.83 | 0.86 | |
| Claude Sonnet 4.52026.01 | 0.63 | 0.81 | 0.85 | |
| DeepSeek-V3.22026.01 | 0.62 | 0.77 | 0.85 | |
| ChatGPT 5Variant=Thinking2026.01 | 0.58 | 0.77 | 0.84 | |
| MedGPT-5Variant=Thinking2026.01 | 0.49 | 0.72 | 0.81 | |
| Gemini 2.5 Pro2026.01 | 0.4 | 0.62 | 0.78 | |
| Perplexity Sonar2026.01 | 0.36 | 0.61 | 0.78 |