Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
The provider delivers a unified data development platform for creating production-ready datasets across the most demanding AI domains, including Physical AI (robotics,…
This dataset contains text-based records capturing cybersecurity alert handling 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 Egyptian Arabic encompassing advanced…
This dataset consists of text-based records capturing human resources interview scenarios in the United Arab Emirates, framed for retail-focused analysis.
A multilingual general-domain preference evaluation dataset built from questions in areas such as politics, finance, and society and three AI-generated answers, with…
A multilingual legal preference evaluation dataset built from legal-domain questions and three AI-generated answers, with law majors and legal professionals providing…
Audio dataset of scripted Arabic speech from native speakers.
A benchmark text dataset developed for Arena evaluation based on Egyptian Arabic.
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 benchmark text dataset developed to evaluate long-context processing capabilities 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 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 benchmark text dataset developed for Arena evaluation based on Gulf Arabic.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Gulf Arabic.
A benchmark text dataset developed for BFCL 4v function-calling evaluation based on Gulf Arabic.
A benchmark text dataset developed to evaluate long-context processing capabilities based on Gulf Arabic.
A benchmark text dataset developed for Tau evaluation based on Gulf Arabic.