SmartSalesBench: A Resistance-Aware Multi-Turn Benchmark for Evaluating LLM Sales Agents
cs.AI, cs.CL
Submitted: 2026-10-09
Updated: 2026-10-09
Comments: Request for review
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Sell More, Play Less: Benchmarking LLM Realistic Selling Skill
- What Makes a Sale? Simulating End-to-End Seller--Buyer Retail Dynamics with LLM Agents
- $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
- CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
- SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
- Estimation and Inference for the $\tau$-Quantile of Individual Heterogeneous Coefficient
- RetailBench: Evaluating Long-Horizon Autonomous Decision-Making and Strategy Stability of LLM Agents in Realistic Retail Environments
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- Agents' Last Exam
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems