List your company

Structured Planning on WorkArena-NLP

40.6Field AccuracyGPT-5
11.68819.19426.734.206Jun 18, 2026

Evaluation results

MethodLinks
GPT-5Evaluation Protocol=zero-shot format-constrained prompting2026.0640.6
Claude Sonnet 4.5Evaluation Protocol=zero-shot format-constrained prompting2026.0639.8
Claude Haiku 4.5Evaluation Protocol=zero-shot format-constrained prompting2026.0639.6
Gemma-4-31BEvaluation Protocol=zero-shot format-constrained prompting2026.0638.6
Llama-3.1-70BEvaluation Protocol=zero-shot format-constrained prompting2026.0638
Qwen3-8BEvaluation Protocol=zero-shot2026.0637
Qwen3-8BEvaluation Protocol=GRPO from base2026.0637
DeepSeek-R1-Distill-32BEvaluation Protocol=zero-shot format-constrained prompting2026.0631.2
OLMo-3-7BEvaluation Protocol=zero-shot format-constrained prompting2026.0612.8