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DecisionPivot core accuracy

General QA · 2026-10-20

Item accuracy on DecisionPivot's core track of 7,800 generated items in 13 task families, macro-averaged over families. Diagnostic, because the protocol differs by model.

Benchmark source: arXiv

Top models (higher is better)

ModelScoreSource
GLM-5.391.7DecisionPivot paper Table D10 (GLM-5.3, lowest reasoning effort, accuracy) · StartLux
Gemma 4 31B IT67.5DecisionPivot paper Table D10 (Gemma-4-31B-it, accuracy) · StartLux
Gemma 4 26B A4B IT56.6DecisionPivot paper Table D10 (Gemma-4-26B-A4B-it, accuracy) · StartLux
Qwen3.8 27B53.6DecisionPivot paper Table D10 (Qwen3.8-27B, accuracy) · StartLux
Qwen3.6 35B A3B49.1DecisionPivot paper Table D10 (Qwen3.6-35B-A3B, accuracy) · StartLux
Qwen3.5-9B47.9DecisionPivot paper Table D10 (Qwen3.5-9B, accuracy) · StartLux
Qwen3.5-4B46.6DecisionPivot paper Table D10 (Qwen3.5-4B, accuracy) · StartLux
Phi-446.5DecisionPivot paper Table D10 (Phi-4, accuracy) · StartLux
Gemma 3 12B IT44.7DecisionPivot paper Table D10 (Gemma-3-12B-it, accuracy) · StartLux
Granite 3.3 8B Instruct42.0DecisionPivot paper Table D10 (Granite-3.3-8B-Instruct, accuracy) · StartLux
Qwen3.5-2B40.8DecisionPivot paper Table D10 (Qwen3.5-2B, accuracy) · StartLux
Qwen3.5-0.8B40.0DecisionPivot paper Table D10 (Qwen3.5-0.8B, accuracy) · StartLux
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