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Benchmarking
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge
Benchmarking Suite for Synthetic Aperture Radar Imagery Anomaly Detection (SARIAD) Algorithms
Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset
A Roadmap for Improving Data Reliability and Sharing in Crosslinking Mass Spectrometry
RayFronts: Open-Set Semantic Ray Frontiers for Online Scene Understanding and Exploration
Evolutionary Generation of Random Surreal Numbers for Benchmarking
Can Carbon-Aware Electric Load Shifting Reduce Emissions? An Equilibrium-Based Analysis
An Empirical Study of GPT-4o Image Generation Capabilities
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models
Towards Visual Text Grounding of Multimodal Large Language Model
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking
A Solid-State Nanopore Signal Generator for Training Machine Learning Models
Prism: Dynamic and Flexible Benchmarking of LLMs Code Generation with Monte Carlo Tree Search
Riemannian Geometry for the classification of brain states with intracortical brain-computer interfaces
Cross-functional transferability in universal machine learning interatomic potentials
Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image Compression
Leveraging State Space Models in Long Range Genomics
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
A Survey of Pathology Foundation Model: Progress and Future Directions
Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency
Point Cloud Objective Quality: Benchmarking Features and Quality Evaluation
Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical Systems
Towards a Unified Framework for Determining Conformational Ensembles of Disordered Proteins
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
Do LLM Evaluators Prefer Themselves for a Reason?
Can AI Master Construction Management (CM)? Benchmarking State-of-the-Art Large Language Models on CM Certification Exams
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge
Evaluating AI Recruitment Sourcing Tools by Human Preference
Generative Evaluation of Complex Reasoning in Large Language Models
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