NER Cascade Routing on Proprietary structured extraction (test)
1CostSmall-only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Small-onlyOperating point constraint=F1 = 0.91 target2026.05 | 1 | -6 | |
| UCCIOperating point constraint=Cost budget = 2.002026.05 | 2 | 1 | |
| Entropy thresholdOperating point constraint=Cost budget = 2.002026.05 | 2 | -2 | |
| UCCIOperating point constraint=F1 = 0.91 target2026.05 | 2.08 | 0 | |
| Conformal predictionOperating point constraint=F1 = 0.91 target2026.05 | 2.18 | 0 | |
| FrugalGPT-styleOperating point constraint=F1 = 0.91 target2026.05 | 2.24 | 0 | |
| Entropy thresholdOperating point constraint=F1 = 0.91 target2026.05 | 2.31 | 0 | |
| Large-onlyOperating point constraint=F1 = 0.91 target2026.05 | 3.02 | 2 |