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Showing posts with the label tasks. Now let’s go deeper.Benchmarks are controlled evaluation tests. They measure

Sarvam AI vs OpenAI (ChatGPT) and Google (Gemini)Has Sarvam Vision Really Overtaken GPT & Gemini?Part 2 – Deep Technical & Strategic Analysis1. Understanding Benchmarks More DeeplyIn Part 1, we discussed that Sarvam Vision shows strong performance in India-focused OCR and speech tasks. Now let’s go deeper.Benchmarks are controlled evaluation tests. They measure:

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Sarvam AI vs OpenAI (ChatGPT) and Google (Gemini) Has Sarvam Vision Really Overtaken GPT & Gemini? Part 2 – Deep Technical & Strategic Analysis 1. Understanding Benchmarks More Deeply In Part 1, we discussed that Sarvam Vision shows strong performance in India-focused OCR and speech tasks. Now let’s go deeper. Benchmarks are controlled evaluation tests. They measure: Accuracy Text extraction precision Table detection quality Layout understanding Speech naturalness However, benchmarks do not fully represent real-world complexity. For example: A scanned government form with folds and stains A low-resolution mobile photo Mixed Hindi-English text Handwritten notes with spelling mistakes Real-world scenarios are always harder than controlled benchmarks. Therefore, even if Sarvam performs better on certain OCR benchmarks, practical testing is essential before declaring total superiority. 2. Technical Strengths of Sarvam Vision Sarvam Vision appears to be optimized for: A....