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Benchmarking

Papers

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Showing 401–450 of 5548 papers

TitleStatusHype
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents—0
Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models—0
Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and BenchmarksCode1
Audio Turing Test: Benchmarking the Human-likeness of Large Language Model-based Text-to-Speech Systems in Chinese—0
VitaGraph: Building a Knowledge Graph for Biologically Relevant Learning TasksCode0
STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible BenchmarkingCode0
CleanPatrick: A Benchmark for Image Data CleaningCode0
Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark—0
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment BenchmarkingCode3
MatTools: Benchmarking Large Language Models for Materials Science ToolsCode1
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets—0
TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMsCode0
M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object DetectionCode1
Benchmarking performance, explainability, and evaluation strategies of vision-language models for surgery: Challenges and opportunities—0
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications GloballyCode1
Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization—0
GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical InformaticsCode0
On the Evaluation of Engineering Artificial General Intelligence—0
Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding—0
PsOCR: Benchmarking Large Multimodal Models for Optical Character Recognition in Low-resource Pashto LanguageCode0
Evaluating Robustness of Deep Reinforcement Learning for Autonomous Surface Vehicle Control in Field TestsCode1
Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1MCode0
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and ThoroughlyCode2
DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs—0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs—0
JointDistill: Adaptive Multi-Task Distillation for Joint Depth Estimation and Scene Segmentation—0
Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming—0
Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulationsCode1
TARGET: Benchmarking Table Retrieval for Generative Tasks—0
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts—0
KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning—0
ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation—0
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models—0
OpenLKA: An Open Dataset of Lane Keeping Assist from Recent Car Models under Real-world Driving ConditionsCode1
A Standardized Benchmark Set of Clustering Problem Instances for Comparing Black-Box Optimizers—0
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo—0
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image AnalysisCode0
How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference—0
Load-independent Metrics for Benchmarking Force Controllers—0
Grounding Synthetic Data Evaluations of Language Models in Unsupervised Document CorporaCode0
Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities—0
ExEBench: Benchmarking Foundation Models on Extreme Earth EventsCode0
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior—0
Benchmarking AI scientists in omics data-driven biological researchCode1
Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and EnhancementCode2
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs—0
PRISM: Complete Online Decentralized Multi-Agent Pathfinding with Rapid Information Sharing using Motion Constraints—0
Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030—0
FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning—0
From raw affiliations to organization identifiersCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified