Measurement-First Auditing of Agentic Leaderboards: Contamination Susceptibility, Matched-Control Re-evaluation, and Scorer Validation
cs.AI
Submitted: 2026-10-05
Updated: 2026-10-05
Journal ref: NeurIPS 2026 Workshop LCFM
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Search-Time Data Contamination
- Does SWE-Bench-Verified Test Agent Ability or Model Memory?
- Balancing Privacy, Utility, and Safety in LLM Alignment through Preference Optimization
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