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Benchmark
MLCR (Medical Long Context Reasoning) / MLCR-AA
Measures: Models answer questions over synthetic but realistic medical claim files (about 25k-64k tokens, hundreds of visits) needing chronology, causality and treatment synthesis. A response over 5x the reference length scores zero; otherwise a 3-LLM judge panel must rate it both accurate and complete.
- Maintainer
- Wisedocs
- Introduced
- 2026
- Status
- Active
- Saturation
- Headroom
- Typical provenance
- Independent
- In scoring set
- Yes
Leaderboard
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