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Decision Making on Decision Making OOD

58.9ACCTIMEOMNI-1
8.04421.24734.4547.653Sep 29, 2025

Evaluation results

MethodLinks
TIMEOMNI-1Base LLM=Qwen2.5-Instruct-7B2025.0958.9100
Mistral-Small-3.1-24B-Ins2025.0942.9100
GPT-4.1-Nano2025.0934.197.8
Time-R1Base LLM=Qwen2.5-Instruct-7B2025.0932.293.1
GPT-4.1-2025-04-142025.0927.8100
Time-MQABase LLM=Qwen2.5-7B2025.0926.444.3
Qwen2.5-Instruct-7B2025.0924.9100
Llama-3.1-70B-Instruct2025.0917.797.4
Mistral-7B-v0.32025.0916.796.7
Llama-3.1-8B-Instruct2025.0916.242.9
Time-MQABase LLM=Llama3-8B2025.0911.615.8
ChatTS2025.0911.127.1
Time-MQABase LLM=Mistral-7B-v0.32025.091047.3