IND-enabling
16 benchmark(s) tagged with this stage. ← All stages
| Name | Modalities | Validation | Score | Flags |
|---|---|---|---|---|
| ProteinGym | protein-general | Wet-lab confirmed | 97.5 | |
| FLAb2 (Fitness Landscape for Antibodies 2) | antibodyprotein_sequence | Wet-lab confirmed | 91.9 | biologicsmulti_property |
| ToxCast | small-molecule | Retrospective | 85.6 | |
| ISM Benchmarks: ADMET (Insilico) | small-molecule | Wet-lab confirmed | 84.6 | |
| DMPKBench (DMPK LLM Evaluation Benchmark) | texttabularsmall-molecule | None | 83.8 | llm_benchmarkmulti_modalchinese_benchmark |
| CycPeptMPDB (Cyclic Peptide Membrane Permeability Database) | peptide | Wet-lab confirmed | 82.5 | biologicspeptide_therapeuticspermeability |
| Open Systems Pharmacology / PK-Sim | small-moleculebiologic-mab | Retrospective | 80.3 | |
| pepADMET | peptidesmall-molecule | Retrospective | 80.0 | biologicspeptide_therapeuticsfirst_in_class |
| AMES (mutagenicity) | small-molecule | Retrospective | 79.5 | |
| Tox21 | small-molecule | Retrospective | 77.5 | |
| Obach PK Dataset | small-molecule | Retrospective | 77.0 | |
| SIDER | small-molecule | Retrospective | 74.9 | |
| Simcyp Validation Sets | small-molecule | Retrospective | 74.4 | license-gated-commercial |
| hERG (cardio-tox) TDC | small-molecule | Retrospective | 73.9 | |
| DILI / LD50 Zhu | small-molecule | Retrospective | 73.9 | |
| ClinTox | small-molecule | Retrospective | 65.6 | data-leakage-known |