Copertina

Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yao, Yang, Wang, Yixu, Zhang, Yuxuan, Lu, Yi, Gu, Tianle, Li, Lingyu, Zhao, Dingyi, Wu, Keming, Wang, Haozhe, Nie, Ping, Teng, Yan, Wang, Yingchun
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Artificial Intelligence Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Reflection-Bench: Evaluating Epistemic Agency in Large Language Models
di: Li, Lingyu, et al.
Pubblicazione: (2024)

HoneypotNet: Backdoor Attacks Against Model Extraction
di: Wang, Yixu, et al.
Pubblicazione: (2025)

The Other Mind: How Language Models Exhibit Human Temporal Cognition
di: Li, Lingyu, et al.
Pubblicazione: (2025)

LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models
di: Ning, Zhiyuan, et al.
Pubblicazione: (2025)

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?
di: Yao, Yang, et al.
Pubblicazione: (2025)

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data
di: Wang, Yixu, et al.
Pubblicazione: (2025)

Probing the Robustness of Large Language Models Safety to Latent Perturbations
di: Gu, Tianle, et al.
Pubblicazione: (2025)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
di: Zhao, Haiquan, et al.
Pubblicazione: (2024)

Mechanistic Origin of Moral Indifference in Language Models
di: Li, Lingyu, et al.
Pubblicazione: (2026)

OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs
di: Wang, Xin, et al.
Pubblicazione: (2026)

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models
di: Wang, Yixu, et al.
Pubblicazione: (2025)

MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
di: Gu, Tianle, et al.
Pubblicazione: (2024)

Towards Context-Invariant Safety Alignment for Large Language Models
di: Wang, Yixu, et al.
Pubblicazione: (2026)

From Sparse Decisions to Dense Reasoning: A Multi-attribute Trajectory Paradigm for Multimodal Moderation
di: Gu, Tianle, et al.
Pubblicazione: (2026)

MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts
di: Gu, Tianle, et al.
Pubblicazione: (2024)

A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
di: Yao, Yang, et al.
Pubblicazione: (2025)

SentGuard: Sentence-Level Streaming Guardrails for Large Language Models
di: Yu, Jiaqi, et al.
Pubblicazione: (2026)

JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models
di: Song, Jiaxin, et al.
Pubblicazione: (2025)

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
di: Wang, Yibo, et al.
Pubblicazione: (2026)

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs
di: Chen, Yunhao, et al.
Pubblicazione: (2025)

SafeVid: Toward Safety Aligned Video Large Multimodal Models
di: Wang, Yixu, et al.
Pubblicazione: (2025)

DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report
di: Li, Ruizhe, et al.
Pubblicazione: (2026)

ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks
di: Li, Minghao, et al.
Pubblicazione: (2025)

The inversion number of dijoins and blow-up digraphs
di: Wang, Haozhe, et al.
Pubblicazione: (2024)

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
di: Du, Mingxuan, et al.
Pubblicazione: (2025)

IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves
di: Wang, Ruofan, et al.
Pubblicazione: (2024)

GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?
di: Chen, Chiyu, et al.
Pubblicazione: (2025)

Deep Research Bench: Evaluating AI Web Research Agents
di: FutureSearch, et al.
Pubblicazione: (2025)

Inversion diameter and treewidth
di: Wang, Yichen, et al.
Pubblicazione: (2024)

From <Answer> to <Think>: Multidimensional Supervision of Reasoning Process for LLM Optimization
di: Wang, Beining, et al.
Pubblicazione: (2025)

PSPA-Bench: A Personalized Benchmark for Smartphone GUI Agent
di: Nie, Hongyi, et al.
Pubblicazione: (2026)

Trends and Evolution of Hydrogen Storage Technology Research: A Multidimensional Analysis Using Bibliometrics and LDA Model
di: Huiyang Wang, et al.
Pubblicazione: (2025)

FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
di: Zhu, Fengbin, et al.
Pubblicazione: (2025)

Agent-SafetyBench: Evaluating the Safety of LLM Agents
di: Zhang, Zhexin, et al.
Pubblicazione: (2024)

AgentPulse: A Continuous Multi-Signal Framework for Evaluating AI Agents in Deployment
di: Gao, Yuxuan, et al.
Pubblicazione: (2026)

BeSafe-Bench: Unveiling Behavioral Safety Risks of Situated Agents in Functional Environments
di: Li, Yuxuan, et al.
Pubblicazione: (2026)

ClawBench: Can AI Agents Complete Everyday Online Tasks?
di: Zhang, Yuxuan, et al.
Pubblicazione: (2026)

Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
di: Chen, Bingsen, et al.
Pubblicazione: (2026)

UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench
di: Yu, Boxi, et al.
Pubblicazione: (2025)

Identifying the Relationships Among Ecosystem Services and Their Influencing Pathways in the Jialing River Basin: An Integrated Social‐Ecological Perspective
di: Yixu Wang, et al.
Pubblicazione: (2025)