Entity Annotation on NCBI 791
82PrecisionGPT-5 (Moderation)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPT-5 (Moderation)Approach=Moderation (M), Iterations=32026.05 | 82 | 71 | 76 | 565 | |
| GPT-5 (Guideline)Approach=Guideline (G), Iterations=32026.05 | 78 | 68 | 73 | 540 | |
| Gemini (Moderation)Approach=Moderation (M), Iterations=52026.05 | 72 | 61 | 66 | 479 | |
| DeepSeek (Guideline)Approach=Guideline (G), Iterations=22026.05 | 72 | 45 | 55 | 356 | |
| DeepSeek (Moderation)Approach=Moderation (M), Iterations=22026.05 | 71 | 47 | 56 | 369 | |
| Gemini (Guideline)Approach=Guideline (G), Iterations=52026.05 | 69 | 57 | 63 | 453 | |
| GPT-5 (Simple prompting)Approach=Simple prompting (S), Iterations=32026.05 | 45 | 48 | 46 | 378 | |
| Gemini (Simple prompting)Approach=Simple prompting (S), Iterations=52026.05 | 36 | 47 | 40 | 369 | |
| DeepSeek (Simple prompting)Approach=Simple prompting (S), Iterations=22026.05 | 32 | 30 | 31 | 236 |