Evaluates Korean expert-level knowledge across 45 subjects. 20% of questions require Korean cultural context.
BenchLM is tracking KMMLU in the local dataset, but exact-source verification records for these rows are still being attached. To avoid a blank benchmark page, BenchLM shows the current tracked rows below as a display-only reference table.
These tracked rows are useful for inspection and spot-checking, but until exact-source attachments are completed they should not be treated as fully verified public benchmark rows.
BenchLM mirrors the published tracked score view for KMMLU. Claude Sonnet 4.6 leads the public snapshot at 85% , followed by GPT-5.4 (83.7%) and Solar Pro 2 (80.1%). BenchLM does not use these results to rank models overall.
Claude Sonnet 4.6
Anthropic
claude-sonnet-4-6
GPT-5.4
OpenAI
gpt-5-4
Solar Pro 2
Upstage
solar-pro-2
The published KMMLU snapshot is tightly clustered at the top: Claude Sonnet 4.6 sits at 85%, while the third row is only 4.9 points behind. The broader top-10 spread is 15.7 points, so the benchmark still separates strong models even when the leaders cluster.
17 models have been evaluated on KMMLU. The benchmark falls in the Korean Benchmarks category. BenchLM tracks this category separately from its weighted global scoring system, so these results are best compared on the dedicated Korean benchmark views. KMMLU is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
Year
2024
Tasks
35,030 questions
Format
Multiple choice questions
Difficulty
Elementary to professional level in Korean
Tests human-level understanding and reasoning in the Korean language across diverse subjects.
Version
KMMLU 2024
Refresh cadence
Annual
Staleness state
Refreshing
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Evaluates Korean expert-level knowledge across 45 subjects. 20% of questions require Korean cultural context.
Claude Sonnet 4.6 currently leads the published KMMLU snapshot with a tracked score of 85%. BenchLM shows this benchmark for display only and does not use it in overall rankings.
17 AI models are included in BenchLM's mirrored KMMLU snapshot, based on the public leaderboard captured on April 16, 2026.
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