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Story evaluation on OpenMEVA

0.2092Pearson CorrelationEvolvR
0.090120.1210350.151950.182865Aug 8, 2025

Evaluation results

MethodLinks
EvolvR2025.080.20920.20870.1881
AutoJ-13BModel Category=NLG Evaluation Open-Source Models2025.080.18710.19520.1611
TIGERScore-13BModel Category=NLG Evaluation Open-Source Models2025.080.16610.16490.1541
Qwen2.5-7B-Instruct + Pointwise CoT + GRPOModel Category=Finetune Open-source Models, Chain-of-Thought (CoT) configuration=Pointwise, Reinforcement learning (GRPO)=true2025.080.16050.16540.1415
InstructScore-7BModel Category=NLG Evaluation Open-Source Models2025.080.15780.12570.1046
Qwen2.5-7B-Instruct + Pointwise CoTModel Category=Finetune Open-source Models, Chain-of-Thought (CoT) configuration=Pointwise2025.080.14740.15030.1291
Themis-8BModel Category=NLG Evaluation Open-Source Models2025.080.14690.17190.1457
Qwen2.5-7B-InstructModel Category=Finetune Open-source Models2025.080.10610.11750.0976
Qwen2.5-7B-Instruct + GRPOModel Category=Finetune Open-source Models, Reinforcement learning (GRPO)=true2025.080.09470.09940.0897