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Overall Table Generation on ARXIV2TABLE

56.7Average Scoreiterative batch-based generation method
25.39633.52341.6549.777Apr 14, 2025

Evaluation results

MethodLinks
iterative batch-based generation methodBackbone Model=GPT-o32025.0456.7
iterative batch-based generation methodBackbone Model=GPT-4o, Chain of Thought=true2025.0455
iterative batch-based generation methodBackbone Model=GPT-4o2025.0453.3
iterative batch-based generation methodBackbone Model=GPT-4o-mini2025.0452
iterative batch-based generation methodBackbone Model=Mistral-Large (123B)2025.0448.8
iterative batch-based generation methodBackbone Model=DeepSeek-V3 (685B)2025.0448.8
iterative batch-based generation methodBackbone Model=LLaMa-3.3 (70B)2025.0446.6
Newman et al.Backbone Model=GPT-4o, Chain of Thought=true2025.0444.5
Newman et al.Backbone Model=GPT-4o2025.0442.8
Newman et al.Backbone Model=GPT-4o-mini2025.0440.5
Newman et al.Backbone Model=DeepSeek-V3 (685B)2025.0439.5
Newman et al.Backbone Model=Mistral-Large (123B)2025.0437.6
Baseline 2Backbone Model=DeepSeek-V3 (685B)2025.0437.2
Baseline 1Backbone Model=GPT-4o2025.0436.7
Baseline 1Backbone Model=DeepSeek-V3 (685B)2025.0435.8
Baseline 2Backbone Model=GPT-4o2025.0435.8
Newman et al.Backbone Model=LLaMa-3.3 (70B)2025.0435.3
Baseline 2Backbone Model=GPT-4o-mini2025.0434.5
Baseline 1Backbone Model=LLaMa-3.3 (70B)2025.0432.8
Baseline 1Backbone Model=GPT-4o-mini2025.0431.6
Baseline 2Backbone Model=Mistral-Large (123B)2025.0430.6
Baseline 1Backbone Model=Mistral-Large (123B)2025.0427.9
Baseline 2Backbone Model=LLaMa-3.3 (70B)2025.0426.6