{
  "domain": "life-health",
  "topics": [
    "single-cell",
    "drug-discovery"
  ],
  "type": "algorithm",
  "benchmark": {
    "task": "Predict differential expression for held-out compound–cell type pairs",
    "metric": {
      "name": "Overall: mean control-scaled metric score (0–1)",
      "better": "higher"
    },
    "baseline": {
      "name": "Best on Open Problems v1.0.0 (NN with pseudolabels)",
      "score": 0.465184
    }
  },
  "source": {
    "key": "openproblems-bio",
    "name": "Open Problems in Single-Cell Analysis",
    "url": "https://openproblems.bio/benchmarks/perturbation_prediction",
    "id": "task_perturbation_prediction",
    "curator": "Open Problems in Single-Cell Analysis consortium",
    "poser": "Artur Szałata, Robrecht Cannoodt, Daniel Burkhardt et al.",
    "status": "open",
    "as_of": "2026-10-20",
    "catalog": "0521c19bbd38"
  }
}