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Ultimatum Negotiation on NegotiationArena Ultimatum

35.71Self ProfitAMPO
13.370819.170424.9730.7696May 4, 2025

Evaluation results

MethodLinks
AMPOBackbone=Qwen2.5-7B-Instruct2025.0535.7179.2328.4
AMPOBackbone=Llama3.1-8B-Instruct2025.0534.9176.4220.5
GRPOBackbone=Qwen2.5-7B-Instruct2025.0534.6576.8825.1
GRPOBackbone=Llama3.1-8B-Instruct2025.0531.6469.6818.4
Llama3.1-8B-InstructTraining Mode=Vanilla2025.0514.4322.4115.9
Qwen2.5-7B-InstructTraining Mode=Vanilla2025.0514.2332.688.1