Contagion Detection on FNSPID July 2022 corpus (temporal holdout)
15.1Precision (90th Percentile)Zero-Copy Semantic Contagion
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Zero-Copy Semantic ContagionConfiguration=Full Model2026.06 | 15.1 | 28.1 | 22.6 | 16.5 | 9.5 | |
| Zero-Copy Semantic ContagionConfiguration=w/o Bilinear2026.06 | 15.1 | 28.4 | 22.7 | 16.5 | 9.3 | |
| Zero-Copy Semantic ContagionConfiguration=w/o Pruning2026.06 | 15.1 | 28.1 | 22.7 | 16.5 | 9.5 | |
| Random BaselineConfiguration=Random Baseline2026.06 | 8.9 | 17.8 | 12.5 | 10.9 | 6.9 | |
| Sector BaselineConfiguration=Sector Baseline2026.06 | 4.5 | — | — | — | — | |
| Zero-Copy Semantic ContagionConfiguration=w/o Graph2026.06 | 0 | 0 | 0 | 0 | 0 |