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ResearchFormerly WizWand

Interactive SQL Querying on InterCode SQL

69.1Avg RewardCo-Evolving Agents
10.44425.67240.956.128Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Co-Evolving AgentsBackbone=Qwen3-4B-Instruct-25072025.1169.1
ETOBackbone=Qwen3-4B-Instruct-25072025.1158.8
Co-Evolving AgentsAdaptation=Fine-tuning, Backbone=Llama-2-7B-Chat2025.1153.8
Llama-2-7B-Chat + PPOAdaptation=Fine-tuning, Backbone=Llama-2-7B-Chat2025.1152.4
Llama-2-7B-Chat + ETOAdaptation=Fine-tuning, Backbone=Llama-2-7B-Chat2025.1149.4
GPT-4Adaptation=In-context2025.1138.5
GPT-3.5-TurboAdaptation=In-context2025.1137.8
Llama-2-7B-Chat + RFTAdaptation=Fine-tuning, Backbone=Llama-2-7B-Chat2025.1135.6
Llama-2-7B-Chat + SFTAdaptation=Fine-tuning, Backbone=Llama-2-7B-Chat2025.1130.8
SFTBackbone=Qwen3-4B-Instruct-25072025.1112.7