Knowledge Intensive Language Tasks.

Unified benchmark for retrieval-grounded knowledge-intensive NLP tasks over a shared Wikipedia snapshot, including open-domain QA.

Best published scores.

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Primary

accuracy · higher is better

Neighbouring benchmarks.

Other Question Answering datasets on Codesota.

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Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

• 01A public checkpoint or API endpoint
• 02A reproduction script with frozen commit + seed
• 03Declared evaluation environment (Python, deps)
• 04One row per metric declared by this dataset
• 05A contact so we can follow up on discrepancies