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OverviewTable 1: Foundational Knowledge and Reasoning BenchmarksTable 2: Mathematical Reasoning BenchmarksTable 3: Coding and Software Engineering BenchmarksTable 4: Conversational and Instruction-Following BenchmarksTable 5: Long-Context and Advanced CapabilitiesTable 6: Multimodal BenchmarksTable 7: Agent and Tool-Use BenchmarksTable 8: Safety, Bias, and Ethics BenchmarksTable 9: Meta-Evaluation and Selection CriteriaKey TakeawaysReferencesFoundational Benchmark PapersAdvanced and Specialized BenchmarksCoding and Software EngineeringMathematical ReasoningMultimodal BenchmarksAgent and Tool Use BenchmarksSafety, Bias, and AlignmentBenchmarking Platforms and LeaderboardsMeta-Analysis and Evaluation Research