Cover Image

NC-Bench: An LLM Benchmark for Evaluating Conversational Competence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moore, Robert J., An, Sungeun, Ahmed, Farhan, Gala, Jay Pankaj
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
by: Deng, Shihan, et al.
Published: (2024)

Bench4KE: Benchmarking Automated Competency Question Generation
by: Lippolis, Anna Sofia, et al.
Published: (2025)

Benchmarking of LLM Detection: Comparing Two Competing Approaches
by: Pröhl, Thorsten, et al.
Published: (2024)

JudgeBench: A Benchmark for Evaluating LLM-based Judges
by: Tan, Sijun, et al.
Published: (2024)

PrivacyBench: A Conversational Benchmark for Evaluating Privacy in Personalized AI
by: Mukhopadhyay, Srija, et al.
Published: (2025)

JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models
by: Liu, Junyu, et al.
Published: (2026)

OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents
by: Hu, Yulin, et al.
Published: (2026)

GlobalDentBench: A Multinational Benchmark for Evaluating LLM Clinical Reasoning in Dentistry with Expert Calibration
by: Zhao, Junjie, et al.
Published: (2026)

XCR-Bench: A Multi-Task Benchmark for Evaluating Cultural Reasoning in LLMs
by: Kabir, Mohsinul, et al.
Published: (2026)

KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
by: Markowitz, Elan, et al.
Published: (2025)

BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation
by: Kim, Eunsu, et al.
Published: (2025)

ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences
by: Nguyen, Bang, et al.
Published: (2026)

EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval
by: Acuna, Julian
Published: (2026)

$τ^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
by: Barres, Victor, et al.
Published: (2025)

Measuring Competency, Not Performance: Item-Aware Evaluation Across Medical Benchmarks
by: Luo, Zhimeng, et al.
Published: (2025)

AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
by: Xiao, Jianfei, et al.
Published: (2026)

SemBench: A Universal Semantic Framework for LLM Evaluation
by: Zubillaga, Mikel, et al.
Published: (2026)

GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents
by: Costarelli, Anthony, et al.
Published: (2024)

TurkBench: A Benchmark for Evaluating Turkish Large Language Models
by: Toraman, Çağrı, et al.
Published: (2026)

EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection
by: Xu, Ancheng, et al.
Published: (2025)

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing
by: Fein, Daniel, et al.
Published: (2025)

CricBench: A Multilingual Benchmark for Evaluating LLMs in Cricket Analytics
by: Agarwal, Parth, et al.
Published: (2025)

KVoiceBench, KOpenAudioBench, and KMMAU: Agent-Driven Korean Speech Benchmarks for Evaluating SpeechLMs
by: Kim, Haechan, et al.
Published: (2026)

Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark
by: Li, Zheqing, et al.
Published: (2025)

UA-Code-Bench: A Competitive Programming Benchmark for Evaluating LLM Code Generation in Ukrainian
by: Syromiatnikov, Mykyta, et al.
Published: (2025)

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
by: He, Wei, et al.
Published: (2025)

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering
by: Lee, Gyubok, et al.
Published: (2025)

LogitScope: A Framework for Analyzing LLM Uncertainty Through Information Metrics
by: Ahmed, Farhan, et al.
Published: (2026)

BenchGuard: Who Guards the Benchmarks? Automated Auditing of LLM Agent Benchmarks
by: Tu, Xinming, et al.
Published: (2026)

The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance
by: Moore, Kyle, et al.
Published: (2024)

MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors
by: Luo, Xiaotian, et al.
Published: (2026)

CaseReportBench: An LLM Benchmark Dataset for Dense Information Extraction in Clinical Case Reports
by: Zhang, Xiao Yu Cindy, et al.
Published: (2025)

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
by: Li, Li, et al.
Published: (2025)

StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall
by: Wu, Yerong, et al.
Published: (2026)

PanCanBench: A Comprehensive Benchmark for Evaluating Large Language Models in Pancreatic Oncology
by: Zhao, Yimin, et al.
Published: (2026)

ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain
by: Zhao, Haochen, et al.
Published: (2024)

DataSciBench: An LLM Agent Benchmark for Data Science
by: Zhang, Dan, et al.
Published: (2025)

LiveBench: A Challenging, Contamination-Limited LLM Benchmark
by: White, Colin, et al.
Published: (2024)

MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
by: Tan, Haoran, et al.
Published: (2025)

DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis
by: Patel, Liana, et al.
Published: (2025)