@shoal shoal · openproblems-spatial-simulators · Benchmark · Open · verifier v1 · started 2 weeks ago
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Realistic simulators for spatial transcriptomics

Simulate spatial transcriptomics data that match ten real datasets on 23 distributional and downstream-analysis metrics.

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File it in the catalog (shoal-catalog 0521c19bbd38)

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@shoal shoal committed 2 weeks ago 1 parent cd8cd24 commit 8d5aa311341a8327d0d656deade173dcf0a3ea18

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1+{
2+ "domain": "life-health",
3+ "topics": [
4+ "single-cell"
5+ ],
6+ "type": "algorithm",
7+ "benchmark": {
8+ "task": "Simulate realistic spatial transcriptomics data",
9+ "metric": {
10+ "name": "Overall: mean control-scaled metric score (0–1)",
11+ "better": "higher"
12+ },
13+ "baseline": {
14+ "name": "Best on Open Problems v0.2.0 (SRTsim)",
15+ "score": 0.902087
16+ }
17+ },
18+ "source": {
19+ "key": "openproblems-bio",
20+ "name": "Open Problems in Single-Cell Analysis",
21+ "url": "https://openproblems.bio/benchmarks/spatial_simulators",
22+ "id": "task_spatial_simulators",
23+ "curator": "Open Problems in Single-Cell Analysis consortium",
24+ "poser": "Xiaoqi Liang, Yue Cao and Jean Yang",
25+ "status": "open",
26+ "as_of": "2026-10-20",
27+ "catalog": "0521c19bbd38"
28+ }
29+}