Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Egyptian Arabic.
A benchmark text dataset developed for BFCL 4v function-calling evaluation based on Egyptian Arabic.
A high-difficulty reasoning benchmark dataset constructed in accordance with global HLE standards based on Egyptian Arabic encompassing complex reasoning problems at an…
A benchmark text dataset developed to evaluate long-context processing capabilities based on Egyptian Arabic.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Egyptian Arabic.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Egyptian Arabic.
A benchmark text dataset developed for Tau evaluation based on Egyptian Arabic.
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Gulf Arabic encompassing advanced academic-level…
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Hindi encompassing advanced academic-level…
This synthetically generated dataset contains detailed Azure Active Directory (AAD) user risk event logs enriched with contextual and threat intelligence fields,…
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Indonesian encompassing advanced academic-level…
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Japanese encompassing advanced academic-level…
A Korean code completion dataset built from source code snippets, Korean declarative and imperative instructions, and block-level and line-level comments written by…
A multi-turn trajectory dataset that captures the full process of Korean-speaking users and AI agents working together to complete tasks.
This dataset consists of text-based records capturing loan application call scenarios in the United Arab Emirates, framed for IT-focused analysis.
A multilingual AI model evaluation dataset built by having expert reviewers re-evaluate and verify automatically scored response quality according to defined evaluation…
A multilingual STEM preference evaluation dataset built from STEM-domain questions and three AI-generated answers, with STEM majors providing scoring, feedback, and…
A multilingual STEM QA text dataset built from expert-level questions and answers in science, technology, engineering, and mathematics, reviewed and refined by STEM…
This dataset consists of text-based records capturing telecom network issue scenarios in the United Arab Emirates, framed for IT-focused analysis.
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Thai encompassing advanced academic-level…
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Bengali.
A benchmark text dataset developed for BFCL 4v function-calling evaluation based on Bengali.
A benchmark text dataset developed to evaluate long-context processing capabilities based on Bengali.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Bengali.