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LocalLLaMA
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typed-decisions

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structured-decisions

probabilistic-classification

workflow-evaluation

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Add ProKope-421M (Alan Canto) to Table 2 (fine-tuned models)

#20 opened 1 day ago by

Nirnaya fine-tuned specialist evaluation (observability results)

#19 opened 3 days ago by

Submission: Phocinae/Phocinae-Largha-150M-v1 — specialist (fitted on the train split); accuracy 0.906 (en) / 0.848 (zh)

#18 opened 3 days ago by

Submission: FINAL-Bench/Darwin-27B-ZTC (general, zero-shot), accuracy 0.743

#17 opened 3 days ago by

Phocinae-Largha-150M-v1 — test scores (specialist: fitted on train split) + reproduction

#15 opened 4 days ago by

Aplomb 1 (general, trained on train): 0.737 accuracy, KL 0.123, Brier 0.065, ECE 0.137

#14 opened 4 days ago by

Seb-9B (9B, fitted on train, one question per request): 0.754 acc / KL 0.349 / Brier 0.131 / ECE 0.031 on the official test split

#13 opened 4 days ago by

MAV (specialist, 421M, Laya-RLCD reproduction on one RTX 4090): 0.7800 acc / KL 0.086 / Brier 0.050 on the official test split

#12 opened 7 days ago by

ProKope-421M (Alan Canto): 0.714 acc / 0.071 Brier / 0.254 Score MAE on official test split

#11 opened 9 days ago by

Call for results: add your decision model to the leaderboard

#10 opened 10 days ago by

Leaderboard submission: OpenDecider (open weights, Apache-2.0), one zero-shot model and four fine-tuned on `train`

#8 opened 12 days ago by

Bongard-mini: general, zero-shot, open weights (accuracy 0.594, KL 0.256, Brier 0.132)

#7 opened 12 days ago by

Japanese translation: GeneLab/typed-decisions-ja

#6 opened 12 days ago by

prima-ratio + 12B (generalist, zero-shot, default calibration): 0.702 acc / KL 0.564 / Brier 0.234 / ECE 0.146

#5 opened 13 days ago by

od1-typed-decisions (specialist, 4B): 0.7965 acc / KL 0.082 / Brier 0.045 on the official test split

#4 opened 14 days ago by

soft-decider-421m (specialist): 0.774 acc / 0.141 ECE on the official test split

#3 opened 17 days ago by

Laya benchmark results

#2 opened 23 days ago by

convaiinnovations

[bot] Conversion to Parquet

#1 opened 24 days ago by

parquet-converter