preprint · benchmark creator
scBench: Evaluating AI Agents on Single-Cell RNA-seq Analysis
LatchBio · 2026-02-09
Relationship layer
Benchmark usage
This table records what the work did with each benchmark before attempting to normalize a run. Partial claims remain visible without being treated as comparable evaluations.
benchmark creation
scbench-evaluating-ai-agents-on-single-cell-rna-seq-an-scbench-1-use
Non-evaluationunknown
Benchmark: scBench · version Not reported
- Selection
- not applicable
- Models
- Not reported / not applicable
- Metrics
- Not reported / not applicable
- Linked runs
- None
Not reported / unresolved: No explicit benchmark version is reported.; The paper identifies the official repository but does not report its software license.
AI-assisted double-pass extraction; values are limited to independently supported claims.
Evidence
- section: Abstract
Supports: /relation_type - section: Abstract
Supports: /benchmark_id
evaluation
scbench-evaluating-ai-agents-on-single-cell-rna-seq-an-scbench-2-use
Partialunknown
Benchmark: scBench · version Not reported
- Selection
- not reported
- Metrics
- Not reported / not applicable
- Linked runs
- None
Not reported / unresolved: Exact API snapshots and model release dates are not reported.; Shot count and model reasoning settings are not reported.; No token budget is reported.; Latency confidence intervals are not reported.; benchmark version; realized n/scope; metric; numeric result; prompt and tools; grader and repeats
Owner-reviewed conservative publication: the creator evaluation is retained only as a partial relationship; conflicted settings and outcomes are omitted pending manual reconciliation.
Evidence
- table: Table 2
Supports: /relation_type - table: Table 2
Supports: /benchmark_id - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids - table: Table 2
Supports: /model_ids
Normalized evaluation runs
This source has no normalized model run. It may be a creator-only source or a partial/non-evaluation benchmark use.