Benchmark Radar
AI BENCHMARK PROFILE

SciR

General AIMultimodal Perception

SciR evaluates LLMs on deduction, induction, and causal abduction in scientific settings, with tasks generated from formal objects and rendered into multi-document scientific discourse. Difficulty is controlled along extraction and inference axes, with verifiable answers.

Released
2026-06-11
Readiness
Paper only
Primary field
General AI

Why it matters

Existing benchmarks either lack mechanistic ground truth or do not resemble real scientific documents. SciR provides a controllable protocol for isolating extraction vs. inference failures, which is valuable for diagnosing model capabilities in scientific reasoning.

Motivation

Three paradigmatic forms of inference recur across scientific reasoning: deduction, induction, and causal abduction.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.