Research focus
Example task
PredictedObserved
Candidate set
3 synthetic compounds
Selected assay
C-17 binding
Predicted range
80–120 nM IC₅₀
Measured result
96 nM IC₅₀
Synthetic example values. Assay cost: $1,200. Turnaround: 2 days.
Illustrative task record. It does not represent a published evaluation result.
What the task measures.
A model’s predicted range is recorded before the assay. The measured biological result is recorded separately after the assay runs, along with the task’s stated cost and time.
Separating prediction from measurement makes it possible to assess how well a model anticipated an assay result without treating its prediction as experimental evidence.
Discuss life sciences evaluation.
Evaluation engagements are custom. We agree on the task, inputs, outcomes, and scoring before a run begins.