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HSCodeComp

Expert-level benchmark for HS code classification agents on e-commerce products, from Alibaba's MarcoPolo.

What it does

A benchmark of 632 expert-annotated e-commerce products, each labelled with a 10-digit HS code, for testing whether search agents can apply hierarchical tariff rules; an evaluation script reports exact-match accuracy at 2 to 10 digits. The data is a CSV plus a Python script needing pandas and an OpenAI-compatible key. Apache 2.0; the card cannot rule out copyright issues in the product data.

Where it fits on the map

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Of the same kind, for a shared jurisdiction or tax area. Not a ranking.

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