Stage: Post-market / RWE
5 benchmarks, ranked by composite score. ← All stages
| # | Benchmark | Description | Modalities | Score | Flags |
|---|---|---|---|---|---|
| 1 | FAERS (raw) | FDA Adverse Event Reporting System — 19M+ reports used as substrate for signal-detection ML. | small-moleculebiologic-mab | 91.1 | |
| 2 | Longevity Benchmark (Insilico) | 19 aging/longevity benchmarks on ScienceAIBench/InsilicoBench/DDB — NHANES mortality, TCGA survival, methylation age, GTEx, Olink proteomic, longevity synergy. | cross-modality | 90.6 | |
| 3 | MIMIC-IV Benchmark Tasks | Standardized ICU benchmarks on MIMIC-IV — mortality, LOS, sepsis, AKI, drug dosing. | cross-modality | 89.4 | |
| 4 | OffSides / TWOSIDES | Statistically corrected single- and pair-wise drug adverse events derived from FAERS. | small-molecule | 83.0 | |
| 5 | SIDER | Drug-side effect associations mined from FDA labels. | small-molecule | 74.9 |