--- id: "/evaluation/benchmarks-and-leaderboards/" title: "Benchmarks And Leaderboards: 512 curated resources" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/evaluation/benchmarks-and-leaderboards/" 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 --- # Benchmarks And Leaderboards: 512 curated resources Curated material on benchmarks and leaderboards within evaluation. [Beginner](/evaluation/beginner/index.md) [Intermediate](/evaluation/intermediate/index.md) [Advanced](/evaluation/advanced/index.md) [Expert](/evaluation/expert/index.md) 512 resources · page 1 of 16 - ### [China's Most Powerful Large Model: Who Is the Real No.1 Among All Claimants? (36Kr)](/evaluation/benchmarks-and-leaderboards/36kr-chinese-models-across-aa-arena-and-superclue-2026-09-01/index.md) Creator not supplied; see original source. 36Kr article comparing Chinese models across SuperCLUE, Artificial Analysis and Arena rankings. Not applicable (entity) · unknown · unknown resource · en|zh - ### [3D Arena (HF Space)](/evaluation/benchmarks-and-leaderboards/3d-arena-hf-space/index.md) Creator not supplied; see original source. 3D Arena Space: voting arena and leaderboard for AI-generated 3D models. Not applicable (entity) · unknown · unknown resource · en - ### [3DGen-Arena (3DTopia)](/evaluation/benchmarks-and-leaderboards/3dgen-arena-3dtopia/index.md) Creator not supplied; see original source. 3DTopia 3DGen-Arena Space: arena comparing open-source text- and image-to-3D generation models. Not applicable (entity) · unknown · unknown resource · en - ### [AA-3D](/evaluation/benchmarks-and-leaderboards/aa-3d/index.md) Creator not supplied; see original source. Artificial Analysis AA-3D benchmark comparing how well AI models build interactive 3D experiences, judged by blind panel comparisons. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis Intelligence Benchmarking methodology](/evaluation/benchmarks-and-leaderboards/aa-agentic-evals-gdpval-aa-aa-briefcase-automationbench-aa-gdp-pdf/index.md) Creator not supplied; see original source. Artificial Analysis methodology page describing the benchmarks, weights and scoring behind its Intelligence Index for LLMs. Not applicable (entity) · unknown · unknown resource · en - ### [ActivityNet](/evaluation/benchmarks-and-leaderboards/activitynet/index.md) Creator not supplied; see original source. ActivityNet GitHub repo: tools and evaluation code for the ActivityNet human activity benchmark. Not applicable (entity) · unknown · unknown resource · en - ### [AfroBench](/evaluation/benchmarks-and-leaderboards/afrobench/index.md) Creator not supplied; see original source. Masakhane AfroBench collection on Hugging Face: datasets for benchmarking LLMs across many African languages. Not applicable (entity) · unknown · unknown resource · en - ### [AfroBench site/leaderboard](/evaluation/benchmarks-and-leaderboards/afrobench-site-leaderboard/index.md) Creator not supplied; see original source. AfroBench site: benchmark evaluating LLMs on 64 African languages across 15 NLP tasks. Not applicable (entity) · unknown · unknown resource · mul - ### [AgentBench](/evaluation/benchmarks-and-leaderboards/agentbench/index.md) Creator not supplied; see original source. AgentBench GitHub repo (Tsinghua): benchmark evaluating LLMs as agents across multiple interactive environments. Not applicable (entity) · unknown · unknown resource · en - ### [AgentBoard](/evaluation/benchmarks-and-leaderboards/agentboard/index.md) Creator not supplied; see original source. HKUST AgentBoard GitHub repo: analytical evaluation board for multi-turn LLM agents with progress tracking. Not applicable (entity) · unknown · unknown resource · en - ### [ethz-spylab/agentdojo](/evaluation/benchmarks-and-leaderboards/agentdojo/index.md) Creator not supplied; see original source. ETH SPY Lab AgentDojo GitHub repo: environment evaluating prompt injection attacks and defences for LLM agents. Not applicable (entity) · unknown · unknown resource · en - ### [ai-safety-institute/AgentHarm](/evaluation/benchmarks-and-leaderboards/agentharm/index.md) Creator not supplied; see original source. UK AISI AgentHarm dataset on Hugging Face: harmful agentic tasks for measuring whether LLM agents comply with misuse requests. Not applicable (entity) · unknown · unknown resource · en - ### [AGI-Eval (agi-eval.cn)](/evaluation/benchmarks-and-leaderboards/agi-eval-agi-eval-cn/index.md) Creator not supplied; see original source. AGI-Eval: Chinese arena-style platform for evaluating large language models. Not applicable (entity) · unknown · unknown resource · zh - ### [AI Fairness 360](/evaluation/benchmarks-and-leaderboards/ai-fairness-360/index.md) Creator not supplied; see original source. AIF360 GitHub repo (originally IBM): fairness metrics and bias mitigation algorithms for datasets and models. Not applicable (entity) · unknown · unknown resource · en - ### [AI Verify Foundation / Project Moonshot (Singapore)](/evaluation/benchmarks-and-leaderboards/ai-verify-foundation-project-moonshot-singapore/index.md) Creator not supplied; see original source. Singapore's AI Verify Foundation site, home of the AI Verify testing toolkit and Project Moonshot for LLM red-teaming and benchmarking. Not applicable (entity) · unknown · unknown resource · en - ### [AI4Bharat Launches Indic LLM Arena (CXO Digital Pulse)](/evaluation/benchmarks-and-leaderboards/ai4bharat-indic-llm-arena-press/index.md) Creator not supplied; see original source. CXO Digital Pulse report on AI4Bharat's Indic LLM Arena, a crowd-sourced evaluation platform for Indian languages. Not applicable (entity) · unknown · unknown resource · mul - ### [Aider polyglot leaderboard](/evaluation/benchmarks-and-leaderboards/aider-polyglot-leaderboard/index.md) Creator not supplied; see original source. Aider LLM leaderboards: model scores on polyglot code-editing exercises with cost. Not applicable (entity) · unknown · unknown resource · en - ### [AILuminate](/evaluation/benchmarks-and-leaderboards/ailuminate/index.md) Creator not supplied; see original source. MLCommons AILuminate benchmark that rates the safety of general-purpose chat models' responses to hazardous text prompts. Not applicable (entity) · unknown · unknown resource · en - ### [AIR-Bench 2024](/evaluation/benchmarks-and-leaderboards/air-bench-2024/index.md) Creator not supplied; see original source. AIR-Bench 2024 GitHub repo from Stanford CRFM: safety benchmark with a risk taxonomy drawn from regulations and company policies. Not applicable (entity) · unknown · unknown resource · en - ### [AlignBench](/evaluation/benchmarks-and-leaderboards/alignbench/index.md) Creator not supplied; see original source. AlignBench GitHub repo: multi-dimensional benchmark for evaluating alignment of Chinese LLMs, with reference answers. Not applicable (entity) · unknown · unknown resource · zh - ### [AlpaSim E2E Closed-Loop Challenge 2026](/evaluation/benchmarks-and-leaderboards/alpasim-e2e-closed-loop-challenge-2026/index.md) Creator not supplied; see original source. OpenDriveLab AlpaSim 2026 challenge: closed-loop benchmark for autonomous-driving policies on safety, generalisation and efficiency. Not applicable (entity) · unknown · unknown resource · en - ### [AndroidWorld](/evaluation/benchmarks-and-leaderboards/androidworld/index.md) Creator not supplied; see original source. Google Research AndroidWorld GitHub repo: environment and benchmark for autonomous agents on Android. Not applicable (entity) · unknown · unknown resource · en - ### [Apollo Research](/evaluation/benchmarks-and-leaderboards/apollo-research-2/index.md) Creator not supplied; see original source. Apollo Research site, an AI safety lab publishing evaluations of scheming and deceptive behaviour in frontier models. Not applicable (entity) · unknown · unknown resource · en - ### [AppWorld](/evaluation/benchmarks-and-leaderboards/appworld/index.md) Creator not supplied; see original source. AppWorld benchmark: a simulated world of everyday apps and APIs for testing coding agents on stateful multi-app tasks. Not applicable (entity) · unknown · unknown resource · en - ### [ArabicMMLU](/evaluation/benchmarks-and-leaderboards/arabicmmlu/index.md) Creator not supplied; see original source. ArabicMMLU GitHub repo: Arabic knowledge benchmark built from school exams across North African, Levantine and Gulf regions. Not applicable (entity) · unknown · unknown resource · ar - ### [Inception Multilingual Leaderboards](/evaluation/benchmarks-and-leaderboards/aragen-inception-multilingual-leaderboards/index.md) Creator not supplied; see original source. Inception multilingual leaderboards Hugging Face Space, including AraGen for Arabic generation. Not applicable (entity) · unknown · unknown resource · ar - ### [ARC-AGI-3](/evaluation/benchmarks-and-leaderboards/arc-agi-3/index.md) Creator not supplied; see original source. ARC-AGI-3 page from ARC Prize: an interactive benchmark where agents must learn the rules of novel game environments. Not applicable (entity) · unknown · unknown resource · mul - ### [ARC-AGI leaderboard](/evaluation/benchmarks-and-leaderboards/arc-agi-leaderboard/index.md) Creator not supplied; see original source. ARC Prize leaderboard: model scores on ARC-AGI abstraction benchmarks plotted against cost per task. Not applicable (entity) · unknown · unknown resource · en - ### [Arcade Learning Environment](/evaluation/benchmarks-and-leaderboards/arcade-learning-environment/index.md) Creator not supplied; see original source. Documentation for the Arcade Learning Environment, the Atari 2600 interface used to train and evaluate reinforcement-learning agents. Not applicable (entity) · unknown · unknown resource · en - ### [Arena Raises $200M Series B at $3.1B Valuation](/evaluation/benchmarks-and-leaderboards/arena-alignment-index-series-b-post/index.md) Creator not supplied; see original source. Arena blog post on its Series B and the launch of its AI Alignment Index, measuring unsafe agent behaviour on real traces. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis](/evaluation/benchmarks-and-leaderboards/artificial-analysis/index.md) Creator not supplied; see original source. Artificial Analysis: independent benchmarks comparing AI models and API providers on intelligence, price, speed and latency. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis ASR leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-asr-leaderboard/index.md) Creator not supplied; see original source. Artificial Analysis leaderboard for non-streaming speech-to-text, comparing word error rate, processing speed and price per model. 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