BDA (Reported Numbers), claude-3-5-sonnet backbone (Gupta et al. 2025)
BDA (Reported Numbers), claude-3-5-sonnet backbone: No-Tool variant; values copied from Roohani et al 2025 rather than re-run.
Overview
An explanatory profile has not yet been reviewed for this record.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
5 evaluations · 5 results. Different protocols are not a single leaderboard.
Protocol: Independent replication of 1-gene perturbation design: cumulative hits after 5 rounds of 128 genes
Sorted by True positives (cumulative hits after round 5; mean of 5 runs) (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.
All 5 result rows with coverage, uncertainty and sources
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Applied filters: All linked evaluations
Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.
Use this configuration
How it works, versions and access
Additional methodological details, versions and access terms have not yet been extracted into a structured profile for this configuration. Consult the linked sources and evaluation records below.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
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Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? · Original source · Findings of the Association for Computational Linguistics: EMNLP 2025, pages 15482-15510
Technical metadata and extraction receipts
Stable ID: tgtval-20261009-config-gupta2025-bda-reported-numbers-claude-3-5-sonnet
- areas
- cells-tissues
- contexts
- research
- method types
- foundation_model
- reported name
- BDA (Reported Numbers)
- foundation model eligible
- true
- source locator
- Table 1, 'Claude 3.5 Sonnet backbone' block
- missing metadata
- version: reason: unreported; note: No release or commit is printed for this configuration
- parameters
- No-Tool variant; values copied from Roohani et al. 2025 rather than re-run
- limitations
- Copied from the original paper, not re-run by this source.
- provenance note
- Configuration as run in the cited comparison.
Related records
- configuration of: BioDiscoveryAgent
- uses model: Claude 3.5 Sonnet
- system: BDA (Reported Numbers) (Claude 3.5 Sonnet backbone) on Carnevale (Gupta et al. 2025)
- system: BDA (Reported Numbers) (Claude 3.5 Sonnet backbone) on Sanchez (Gupta et al. 2025)
- system: BDA (Reported Numbers) (Claude 3.5 Sonnet backbone) on Sanchez Down (Gupta et al. 2025)
- system: BDA (Reported Numbers) (Claude 3.5 Sonnet backbone) on IFNG (Gupta et al. 2025)
- system: BDA (Reported Numbers) (Claude 3.5 Sonnet backbone) on IL2 (Gupta et al. 2025)