Scientific and ML agents / Benchmark leaderboard
ScienceAgentBench Verified
Data-driven scientific coding tasks; original suite has 102 instances.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Executable task/output verification.
Execution requirements
Scientific code agent with datasets and declared GPU requirements.
Scope and limitations
Use the verified update released in April 2026. Search-only products need code execution before they fit the full protocol.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established specialist
- Dataset / catalog ↗
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
Elicit: Capability-aligned; adapter/access to qualify
FutureHouse: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify
Sakana AI: Capability-aligned; adapter/access to qualify