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query
stringclasses
5 values
intent
stringclasses
5 values
buy iphone charger
purchase_accessories
track my order
order_tracking
return my shoes
returns
cancel subscription
subscription_cancel
cheap gaming laptop
product_search

Intent Detection Benchmark

A benchmark dataset for e-commerce and search intent classification.

Task

Given a query, predict the user intent.

Example intents:

  • product_search
  • returns
  • order_tracking
  • subscription_cancel
  • purchase_accessories

Leaderboard

Model Accuracy F1 Latency
GPT-4.1 0.92 0.91 820ms
Llama-3-70B 0.87 0.86 410ms

Dataset Format

query intent
buy iphone charger purchase_accessories

Citation

@dataset{intent_detection_benchmark,
  title={Intent Detection Benchmark},
  year={2026}
}
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