Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
arXiv:2602.11674v2 Announce Type: replace Abstract: Large Language Models (LLMs) are advancing rapidly, yet the benchmarks used to measure this progress are becoming increasingly unreliable. Score inflation and selective reporting have eroded the…
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ImpactNotable
Published14 h ago (Tue, 03 Nov 2026 05:00:00 GMT)
AuthorLongyuan Zhu, Hairan Hua, Linlin Miao, Wei Wang, Bing Zhao
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Impact score39/100
RatingRule-based estimate: event keywords (+10); trust 6/10.
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ClassifiedTue, 03 Nov 2026 13:09:02 GMT by heuristic