Slot Filling on ETID
98.47TSAGEPA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GEPAModel=GPT-5, Train=Train-4ex2026.04 | 98.47 | 88.8 | 80.69 | |
| GEPAModel=GPT-5, Train=Train-2ex2026.04 | 97.91 | 89.89 | 79.18 | |
| GEPAModel=GPT-5, Train=Train-1ex2026.04 | 97.27 | 90.21 | 80.2 | |
| JTPROModel=GPT-5, Train=Train-4ex2026.04 | 96.81 | 92.3 | 85.15 | |
| JTPROModel=o3-mini, Train=Train-4ex2026.04 | 95.95 | 90.98 | 82.67 | |
| JTPROModel=GPT-5, Train=Train-2ex2026.04 | 95.8 | 92.77 | 85.64 | |
| JTPROModel=o3-mini, Train=Train-1ex2026.04 | 95.78 | 89.77 | 79.46 | |
| JTPROModel=GPT-5, Train=Train-1ex2026.04 | 95.76 | 92.15 | 84.65 | |
| JTPROModel=o3-mini, Train=Train-2ex2026.04 | 95.4 | 90.01 | 79.7 | |
| GEPAModel=o3-mini, Train=Train-1ex2026.04 | 95.08 | 83.73 | 75 | |
| GEPAModel=o3-mini, Train=Train-4ex2026.04 | 94.9 | 87.455 | 77.725 | |
| BaseModel=o3-mini, Train=Train-4ex2026.04 | 94.41 | 79.6 | 67.325 | |
| GEPAModel=o3-mini, Train=Train-2ex2026.04 | 94.4 | 85.3 | 73.02 | |
| BaseModel=GPT-5, Train=Train-4ex2026.04 | 94.16 | 83.29 | 70.54 | |
| BaseModel=o3-mini, Train=Train-2ex2026.04 | 94.15 | 80.2 | 67.33 | |
| BaseModel=GPT-5, Train=Train-1ex2026.04 | 94.06 | 82.45 | 68.81 | |
| BaseModel=GPT-5, Train=Train-2ex2026.04 | 94.03 | 83.9 | 71.53 | |
| BaseModel=o3-mini, Train=Train-1ex2026.04 | 94 | 80.48 | 68.81 | |
| GEPAModel=GPT-4o mini, Train=Train-4ex2026.04 | 88.38 | 74.93 | 54.34 | |
| JTPROModel=GPT-4o mini, Train=Train-2ex2026.04 | 88.27 | 83.37 | 65.1 | |
| JTPROModel=GPT-4o mini, Train=Train-4ex2026.04 | 87.18 | 85.16 | 66.83 | |
| BaseModel=GPT-4o mini, Train=Train-4ex2026.04 | 86.96 | 70.09 | 46.53 | |
| BaseModel=GPT-4o mini, Train=Train-2ex2026.04 | 86.36 | 70.9 | 45.79 | |
| GEPAModel=GPT-4o mini, Train=Train-1ex2026.04 | 86.23 | 78.71 | 50.19 | |
| BaseModel=GPT-4o mini, Train=Train-1ex2026.04 | 85.91 | 69.81 | 44.8 | |
| GEPAModel=GPT-4o mini, Train=Train-2ex2026.04 | 85.32 | 77.12 | 52.7 | |
| JTPROModel=GPT-4o mini, Train=Train-1ex2026.04 | 83.14 | 82.72 | 60.15 |