Multi Subject Knowledge Base Access

via “subject-specific knowledge profiling”

57-subject benchmark, the standard metric for comparing LLMs.

Unique: Covers 57 distinct subjects spanning STEM, humanities, social sciences, and professional domains in a single benchmark, providing comprehensive domain coverage that no single-subject benchmark achieves. Subject taxonomy is derived from real academic curricula and professional certification exams.

vs others: Broader subject coverage than domain-specific benchmarks (e.g., MedQA for medicine only) while maintaining standardization across all subjects, enabling both broad knowledge assessment and targeted domain evaluation in one dataset.