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Artificial Intelligence Performance Standard With Samsung TRUEBench

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Göksu Dörtelma

November 8, 2025

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Samsung, who managed to further develop with innovations in every field, has managed to wake up big echo with TRUEBench. Samsung TRUEBench not only responds to the right of artificial intelligence models, but in real business environments, it measures how well the tasks are completed. What is TRUEBench? Samsung paid attention as one of the first major companies that implement innovations in the field of artificial intelligence. With TRUEBench, a new AI system created, TRUEBench aims to destroy the openings on their devices by showing an innovative approach. Samsung Research Developed by TRUEBench is a multi-lingual AI benchmark platform based on actual business scenarios. Objective, how reliable the model of an artificial intelligence in the office, communication or analysis environment, understand that it works correctly and efficiently. Features in this context are as follows: 10 main categories, 46 subcategory Home 2.485 test scenario 12 languages reviews (English, Korean, Japanese, German, French, Spanish, Chinese, Portuguese, Russian, Polish, Italian, Vietnamese) Open leading tables on Hugging Face What are the Basic Features of Samsung TRUEBench? TRUEBench integrates its concept according to the information competition format, not according to the task and responsibilities in business life. (Sample creation, translation, text creation etc. ) As a result of the evaluations made from each requirement, it is considered successful. So in part, the correct answers are not valid. The model needs to perform full performance in terms of both accuracy and context. This model is not only in the light of the user’s information, but also the individual who gives this information “ real man ” attempts to give the most accurate and most realistic output by working to grasp what the intention is. All results are measured with automatic evaluation system and shared through leading tables on Hugging Face. Users can make detailed analysis by comparing 5 models they want. Why is TRUEBench Important? Representing Real Business Scripts: In office environment, document outlines, email preparation or data reporting tests tasks. In this way “ academic accuracy ” Instead of usefulness is measured. Multilingual and Cultural Balance: In 12 languages, it allows artificial intelligence to measure the success of cultural diversity. This is a great advantage for European and Asian-oriented models. Transparent and Open to Participation: All data, test rules and results of TRUEBench are clearly welded. Researchers and developers can test their own models with the same criteria. What Are The Different Features Of The Rivals? One of the biggest positive features of TRUEBench is to offer public and benchmarking standard. Thanks to this feature, it shows improvedness and innovation by opening the difference between other companies. Even if internal tests are strong in giant companies such as OpenAI, Google DeepMind or Anthropic, they do not have any access from outside. Criteria Samsung TRUEBench OpenAI / DeepMind / Anthropic Focus Area Business productivity, multilingual tasks General information, security, ethical Language Support 12 languages English-oriented Transparent Open data and leading table Partially closed, in-house tests Evaluation Type Automatic + human rule Private to internal systems, often hidden Real Script High Quality Medium or variable Turkey-Oriented View: What is Turkish Tests? TRUEBench does not support Turkish language directly for now. But this situation also creates the opportunity to localize. Turkish Expansion Potential : Thanks to the open structure of TRUEBench, researchers can add Turkish test sets. For example: Turkish document summary Email writing scenario English-English translation tasks Home Multi-Language Scripts: English-speaking users often encounter, “describe English text to Turkish” style tasks, can be measured with TRUEBench cross language tests Opportunity for Academy and R&D : Universities or research institutions can develop Turkish Benchmark Expansion based on TRUEBench infrastructure. This allows local models (e.g. Turkish LLMs). Hugging Face Integration u Samsung did not leave TRUEBench as a closed system used only in itself; Integrating Hugging Face platform has become an open evaluation environment where all developers can access. Hugging Face, The most used open source AI model across the world is sharing and testing platform. Thousands of models, data sets and evaluation tools are available here. Thanks to TRUEBench’s Hugging Face integration: Test sets, rules and results have become open to everyone. Developers are able to test and compare their own models in the same conditions. With leading tables (leaderboards) on Hugging Face, which model can be seen instantaneously in which tasks are better. Academic researchers can create their benchmark expansion by reviewing TRUEBench criteria. Samsung TRUEBench offers an assessment standard that measures how well the tasks are completed in

Göksu Dörtelma

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