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Benchmark
MultiChallenge
Measures: Realistic multi-turn conversations test four abilities: keeping instructions from the start of the chat, recalling scattered details, handling versioned edits reliably, and staying self-coherent without sycophancy. An LLM judge (Gemini 2.5 Pro since the Feb 2026 update) scores each conversation against human-written, instance-level yes/no rubric questions.
- Maintainer
- Scale AI (Scale Labs / SEAL)
- Introduced
- 2025
- Status
- Active
- Saturation
- Headroom
- Typical provenance
- Independent
- In scoring set
- Yes
Leaderboard
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