End-to-end file transformation on SCORE-Bench (test)
87.2Adjusted NEDHarmonized
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HarmonizedTraining regime=Agentic label harmonization2026.04 | 87.2 | 86.8 | 88.3 | 88.5 | 88.7 | 79 | 81.4 | 79.2 | 77.1 | 77.8 | 80.7 | 57.9 | 94.6 | 4.9 | 3.5 | 1.6 | 4.036 | |
| NaïveTraining regime=Naïve fine-tuned2026.04 | 87.1 | 86.7 | 85.8 | 86.8 | 85.8 | 73.3 | 75 | 73 | 71.5 | 72.5 | 75.1 | 54.9 | 94.1 | 4.6 | 4.5 | 1.9 | 4.46 | |
| HeronTraining regime=Pretrained2026.04 | 87 | 86.6 | 86 | 86.8 | 85.8 | 77.8 | 80 | 77.7 | 76.7 | 76.4 | 80.6 | 58.5 | 94.7 | 5.2 | 7.9 | 4.3 | 4.058 |