--- id: "/tags/evaluation-benchmarks/page/2/" title: "Evaluation Benchmarks · page 2" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/evaluation-benchmarks/page/2/" 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 Benchmarks [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 513 resources · page 2 of 17 - ### [Artificial Analysis Image Arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-image-arena/index.md) Creator not supplied; see original source. Artificial Analysis Image Arena: blind-vote rankings of text-to-image and image editing models. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis Image Editing Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-image-editing-leaderboard/index.md) Creator not supplied; see original source. Artificial Analysis image editing leaderboard: blind-vote rankings of image editing models with speed and price. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis large open-weight cohort](/evaluation/benchmarks-and-leaderboards/artificial-analysis-large-open-weight-cohort/index.md) Creator not supplied; see original source. Artificial Analysis listing of open-weight models above 150B parameters with intelligence, speed and price measurements. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis LLM leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-llm-leaderboard/index.md) Creator not supplied; see original source. Artificial Analysis LLM leaderboard comparing over 250 models on intelligence index, price, output speed and latency. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis medium open-weight cohort](/evaluation/benchmarks-and-leaderboards/artificial-analysis-medium-open-weight-cohort/index.md) Creator not supplied; see original source. Artificial Analysis listing of open-weight models from 40B to 150B parameters with intelligence, speed and price measurements. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis small open-weight cohort](/evaluation/benchmarks-and-leaderboards/artificial-analysis-small-open-weight-cohort/index.md) Creator not supplied; see original source. Artificial Analysis listing of open-weight models from 4B to 40B parameters with intelligence, speed and price measurements. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis speech arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-arena/index.md) Creator not supplied; see original source. Artificial Analysis Speech Arena: blind human votes between paired text-to-speech samples to rank voice models. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis Text to Speech Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-arena-tts/index.md) Creator not supplied; see original source. Artificial Analysis text-to-speech leaderboard: Elo rankings of speech models from blind pairwise votes. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis Speech to Text Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-to-text-aa-wer-v2/index.md) Creator not supplied; see original source. Artificial Analysis speech-to-text leaderboard ranking ASR models by word error rate, speed and price. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis text-to-image arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-text-to-image-arena/index.md) Creator not supplied; see original source. Artificial Analysis text-to-image arena where users vote between anonymous image outputs to rank models. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis Text-to-Image Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-text-to-image-leaderboard/index.md) Creator not supplied; see original source. Artificial Analysis text-to-image leaderboard: blind-vote rankings of image models with generation speed and price. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis tiny open-weight cohort](/evaluation/benchmarks-and-leaderboards/artificial-analysis-tiny-open-weight-cohort/index.md) Creator not supplied; see original source. Artificial Analysis listing of open-weight models with 4B parameters or fewer, with intelligence, speed and price measurements. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis TTS leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-tts-leaderboard/index.md) Creator not supplied; see original source. Artificial Analysis text-to-speech leaderboard comparing voice quality preference, speed and price of speech generation models. Not applicable (entity) · unknown · unknown resource · en - ### [Artificial Analysis video arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-video-arena/index.md) Creator not supplied; see original source. Artificial Analysis Video Arena: blind-vote rankings of AI video generation models. Not applicable (entity) · unknown · unknown resource · und - ### [AssistantBench](/evaluation/benchmarks-and-leaderboards/assistantbench/index.md) Creator not supplied; see original source. AssistantBench project page: realistic, time-consuming web tasks for evaluating whether web agents can complete them. Not applicable (entity) · unknown · unknown resource · en - ### [AudioBench](/evaluation/benchmarks-and-leaderboards/audiobench/index.md) Creator not supplied; see original source. AudioBench GitHub repo: benchmark toolkit for evaluating audio large language models across speech and audio tasks. Not applicable (entity) · unknown · unknown resource · en - ### [Audiobox Aesthetics](/evaluation/benchmarks-and-leaderboards/audiobox-aesthetics/index.md) Creator not supplied; see original source. Meta audiobox-aesthetics GitHub repo: automatic quality assessment models for speech, music and sound. Not applicable (entity) · unknown · unknown resource · en - ### [augment-swebench-agent](/evaluation/benchmarks-and-leaderboards/augment-swe-bench-agent/index.md) Creator not supplied; see original source. Augment augment-swebench-agent GitHub repo: open implementation of Augment's SWE-bench Verified agent. Not applicable (entity) · unknown · unknown resource · en - ### [awesome-japanese-llm](/evaluation/benchmarks-and-leaderboards/awesome-japanese-llm/index.md) Creator not supplied; see original source. LLM-jp awesome-japanese-llm page: overview of public Japanese LLMs and Japanese evaluation benchmarks. Not applicable (entity) · unknown · unknown resource · ja - ### [BEHAVIOR](/evaluation/benchmarks-and-leaderboards/behavior/index.md) Creator not supplied; see original source. BEHAVIOR project site from Stanford: a simulation benchmark of 1,000 everyday household activities for embodied AI agents. Not applicable (entity) · unknown · unknown resource · en - ### [BEHAVIOR Challenge (BEHAVIOR-1K)](/evaluation/benchmarks-and-leaderboards/behavior-challenge-behavior-1k/index.md) Creator not supplied; see original source. BEHAVIOR Challenge page: a competition on full-length household tasks in the BEHAVIOR-1K simulator, with rules and results. Not applicable (entity) · unknown · unknown resource · en - ### [BEIR](/evaluation/benchmarks-and-leaderboards/beir/index.md) Creator not supplied; see original source. BEIR GitHub repo: heterogeneous information-retrieval benchmark of many datasets for zero-shot evaluation of retrievers. Not applicable (entity) · unknown · unknown resource · en - ### [sierra-research/tau-bench](/evaluation/benchmarks-and-leaderboards/bench/index.md) Creator not supplied; see original source. Sierra τ-bench GitHub repo: code and data for evaluating tool-using agents in customer service domains. Not applicable (entity) · unknown · unknown resource · en - ### [Bench2Drive](/evaluation/benchmarks-and-leaderboards/bench2drive/index.md) Creator not supplied; see original source. Thinklab-SJTU Bench2Drive GitHub repo (NeurIPS 2024): closed-loop benchmark for end-to-end autonomous driving. Not applicable (entity) · unknown · unknown resource · en - ### [BenchLM.ai](/evaluation/benchmarks-and-leaderboards/benchlm-ai/index.md) Creator not supplied; see original source. BenchLM.ai: aggregator listing AI models across many benchmarks with scores, pricing and context windows. Not applicable (entity) · unknown · unknown resource · en - ### [BenCzechMark](/evaluation/benchmarks-and-leaderboards/benczechmark/index.md) Creator not supplied; see original source. BenCzechMark Hugging Face Space: Czech LLM benchmark leaderboard accepting model result submissions. Not applicable (entity) · unknown · unknown resource · cs - ### [Berkeley Function-Calling Leaderboard](/evaluation/benchmarks-and-leaderboards/berkeley-function-calling-leaderboard/index.md) Creator not supplied; see original source. Berkeley Function Calling Leaderboard (BFCL V4): model accuracy on function and tool calling, including agentic tasks. Not applicable (entity) · unknown · unknown resource · en - ### [BHASA](/evaluation/benchmarks-and-leaderboards/bhasa/index.md) Creator not supplied; see original source. BHASA GitHub repo from AI Singapore: linguistic and cultural evaluation suite for LLMs in Southeast Asian languages. Not applicable (entity) · unknown · unknown resource · en - ### [BIG-bench](/evaluation/benchmarks-and-leaderboards/big-bench/index.md) Creator not supplied; see original source. BIG-bench GitHub repo from Google: collaborative benchmark of over 200 tasks probing language model capabilities. Not applicable (entity) · unknown · unknown resource · en - ### [BigCodeBench](/evaluation/benchmarks-and-leaderboards/bigcodebench/index.md) Creator not supplied; see original source. BigCodeBench leaderboard: practical programming tasks that require calling many libraries, for evaluating code LLMs. Not applicable (entity) · unknown · unknown resource · en - ### [BioASQ](/evaluation/benchmarks-and-leaderboards/bioasq/index.md) Creator not supplied; see original source. BioASQ site: recurring challenges on biomedical semantic indexing and question answering, with datasets and results. Not applicable (entity) · unknown · unknown resource · en - ### [BIRD](/evaluation/benchmarks-and-leaderboards/bird/index.md) Creator not supplied; see original source. BIRD benchmark site: large-scale text-to-SQL evaluation over real databases with dirty values and a public leaderboard. 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