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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01Praveenrajus /jev-bench jev-bench Real human-labeled data, reformatted into System One questions — with human label distributions wherever they exist. 22 configs · 166,054 rows · 22,773 test records · 4 calibration-gold configs · v0.1.1 Repo & engine · Source rationale · What we verified about Jev's API · Other independent Jev evaluations jev-1.13.0 on every test record: crisp, grounded decisions land in the accurate-and-calibrated corner; ordinal ratings and anything humans disagree about do not.… See the full description on the dataset page: https://huggingface.co/datasets/Praveenrajus/jev-bench.imagetext-classification100K<n<1M4 likes3.1k downloads54m agoHugging Face02kishida /jev-bench jev-bench A small multiple-choice set for measuring a model that returns the probability of each option instead of writing an answer — the Jev / TypeSafe System One style of API, where a request carries a state and a question with named options and the response carries a distribution over them. Ordinary multiple-choice benchmarks score the text a model generates. That says nothing about whether the probability attached to the answer means anything, which is the whole point of… See the full description on the dataset page: https://huggingface.co/datasets/kishida/jev-bench.tabularmultiple-choice1K<n<10K0 likes10 downloads1d agoHugging Face03hayriyigit /jev-bench-tr Machine translation (en → tr) of Praveenrajus/jev-bench @ b41e6b2f68a429608e1c0d354324d0bebaec7971 by qwen3.8-flash-next (prompt v1-json-bfb402e8). Included split(s): test (22,773 rows). Labels, ids, soft labels and metadata are unchanged; see manifest.json. jev-bench Real human-labeled data, reformatted into System One questions — with human label distributions wherever they exist. 22 configs · 166,054 rows · 22,773 test records · 4 calibration-gold configs · v0.1.1 Repo &… See the full description on the dataset page: https://huggingface.co/datasets/hayriyigit/jev-bench-tr.texttext-classification10K<n<100K0 likes4h agoHugging Face

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