Aakash Pant
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126
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AI×1
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2026
Benchmarking AI for low-resource contexts: Thinking beyond leaderboards
The paper critiques current AI benchmarking practices for low-resource settings, arguing that evaluation must shift focus from isolated model performance to the holistic performance of the deployed system under realistic operational constraints.
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Papers
cs.AIRecentMay 27, 2026
Benchmarking AI for low-resource contexts: Thinking beyond leaderboards
Aakash Pant, Kavya Shah, Apoorv Agnihotri, Sneha Nikam +2 more
The paper critiques current AI benchmarking practices for low-resource settings, arguing that evaluation must shift focus from isolated model performance to the holistic performance of the deployed sy…
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