--- id: "/evaluation/page/17/" title: "Evaluation · page 17" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/evaluation/page/17/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Evaluation Measure model capabilities and application behavior with explicit criteria. - [Benchmarks And Leaderboards](/evaluation/benchmarks-and-leaderboards/index.md) (512) - [Eval Harnesses](/evaluation/eval-harnesses/index.md) (3) - [Application Evals](/evaluation/application-evals/index.md) (2) - [Llm As Judge](/evaluation/llm-as-judge/index.md) (1) - [Agent Evals](/evaluation/agent-evals/index.md) (1) [Beginner](/evaluation/beginner/index.md) [Intermediate](/evaluation/intermediate/index.md) [Advanced](/evaluation/advanced/index.md) [Expert](/evaluation/expert/index.md) 519 resources · page 17 of 17 - ### [Open ASR Leaderboard paper](/evaluation/benchmarks-and-leaderboards/open-asr-leaderboard-paper/index.md) Creator not supplied; see original source. arXiv PDF (2025) of the Open ASR Leaderboard paper: evaluation method, datasets and results for speech recognition models. Expert · unknown · unknown resource · en - ### [RoboArena paper page (Penn)](/evaluation/benchmarks-and-leaderboards/roboarena-paper-page-penn/index.md) Creator not supplied; see original source. RoboArena paper page (University of Pennsylvania): distributed real-world evaluation of generalist robot policies. Expert · unknown · unknown resource · en - ### [Frontier AI Risk Management Framework in Practice (Shanghai AI Lab)](/evaluation/benchmarks-and-leaderboards/shanghai-ai-lab-frontier-ai-risk-management-framework-technical-report/index.md) Creator not supplied; see original source. arXiv paper (2025) by Shanghai AI Laboratory applying its Frontier AI Risk Management Framework to analyse model risks. Expert · unknown · unknown resource · en - ### [TaxPraBen: Chinese real-world tax practice](/evaluation/benchmarks-and-leaderboards/taxpraben-chinese-real-world-tax-practice/index.md) Creator not supplied; see original source. ACL 2026 paper introducing TaxPraBen, a benchmark of LLMs on Chinese real-world tax practice tasks. Expert · unknown · unknown resource · en - ### [VBench-2.0 paper](/evaluation/benchmarks-and-leaderboards/vbench-2-0-paper/index.md) Creator not supplied; see original source. arXiv HTML version of the VBench-2.0 paper (2025) evaluating video generation on physics, commonsense and faithfulness. Expert · unknown · unknown resource · en - ### [When Rubrics Fail](/evaluation/benchmarks-and-leaderboards/when-rubrics-fail-medical-eval-hallucination/index.md) Creator not supplied; see original source. arXiv PDF (2026) "When Rubrics Fail", a critique of rubric-based evaluation in medical LLM benchmarks. Expert · unknown · unknown resource · en - ### [Who Validates the Validators? (Shankar et al.)](/evaluation/benchmarks-and-leaderboards/who-validates-the-validators-shankar-et-al/index.md) Creator not supplied; see original source. arXiv paper (2024) by Shankar et al. on aligning LLM-assisted evaluators with human preferences and criteria drift. Expert · unknown · unknown resource · en [Previous page](/evaluation/page/16/index.md) [Plain-text Markdown copy](/evaluation/page/17/index.md)