Structured Data Extraction on SchemaBench
100Chemistry Str. AccMagentic-One
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Magentic-One2026.05 | 100 | 45.9 | 100 | 5.4 | — | — | 100 | 25.9 | |
| APWAConfiguration=mini×mini2026.05 | 100 | 70.5 | 100 | 52.7 | 96.3 | 66.1 | 100 | 85.6 | |
| APWAConfiguration=mini×nano2026.05 | 100 | 58.3 | 100 | 46.5 | 72.2 | 64.9 | 100 | 81.2 | |
| APWAConfiguration=5.4×mini2026.05 | 100 | 79.4 | 100 | 56.6 | 100 | 80.1 | 100 | 94.2 | |
| APWAConfiguration=5.4×nano2026.05 | 100 | 76.3 | 100 | 54.9 | 74.1 | 70.3 | 100 | 92.4 | |
| Direct2026.05 | 66.7 | 53.4 | — | — | — | — | — | — | |
| MegaAgent2026.05 | 33.3 | 0 | — | — | 22.2 | 0 | 66.7 | 0 |