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Benchmarking

Papers

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Showing 501–550 of 5548 papers

TitleStatusHype
VisTai: Benchmarking Vision-Language Models for Traditional Chinese in TaiwanCode1
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE DetectionCode1
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone ImagesCode1
DependEval: Benchmarking LLMs for Repository Dependency UnderstandingCode1
FedMABench: Benchmarking Mobile Agents on Decentralized Heterogeneous User DataCode1
UnPuzzle: A Unified Framework for Pathology Image AnalysisCode1
AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defensesCode1
One ruler to measure them all: Benchmarking multilingual long-context language modelsCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Delving into Out-of-Distribution Detection with Medical Vision-Language ModelsCode1
Protein Structure Tokenization: Benchmarking and New RecipeCode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative AgentsCode1
EgoNormia: Benchmarking Physical Social Norm UnderstandingCode1
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking StudyCode1
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code GenerationCode1
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and InvestigationCode1
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMsCode1
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway ReasoningCode1
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMsCode1
Benchmarking LLMs for Political Science: A United Nations PerspectiveCode1
Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?Code1
ILIAS: Instance-Level Image retrieval At ScaleCode1
Positional Encoding in Transformer-Based Time Series Models: A SurveyCode1
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic ClaimsCode1
LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book DataCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video EnvironmentsCode1
Foundation Model of Electronic Medical Records for Adaptive Risk EstimationCode1
ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution ShiftsCode1
An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative TasksCode1
Large Language Models for Multi-Robot Systems: A SurveyCode1
PICBench: Benchmarking LLMs for Photonic Integrated Circuits DesignCode1
MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal ModelsCode1
HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate CampaignsCode1
Enhancing Biomedical Relation Extraction with DirectionalityCode1
InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language ModelsCode1
ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of MindCode1
Multimodal LLMs Can Reason about Aesthetics in Zero-ShotCode1
TimberVision: A Multi-Task Dataset and Framework for Log-Component Segmentation and Tracking in Autonomous Forestry OperationsCode1
ZNO-Eval: Benchmarking reasoning capabilities of large language models in UkrainianCode1
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisCode1
DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific InformationCode1
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language ModelsCode1
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark AnalysisCode1
CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language ModelsCode1
TrajLearn: Trajectory Prediction Learning using Deep Generative ModelsCode1
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMACCode1
On the Generalization Ability of Machine-Generated Text DetectorsCode1
Generative CKM Construction using Partially Observed Data with Diffusion ModelCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified