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Benchmarking
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging
Parameterized Argumentation-based Reasoning Tasks for Benchmarking Generative Language Models
EnronQA: Towards Personalized RAG over Private Documents
InterLoc: LiDAR-based Intersection Localization using Road Segmentation with Automated Evaluation Method
Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
MINERVA: Evaluating Complex Video Reasoning
AI-ready Snow Radar Echogram Dataset (SRED) for climate change monitoring
Galvatron: An Automatic Distributed System for Efficient Foundation Model Training
Sadeed: Advancing Arabic Diacritization Through Small Language Model
From Precision to Perception: User-Centred Evaluation of Keyword Extraction Algorithms for Internet-Scale Contextual Advertising
GEOM-Drugs Revisited: Toward More Chemically Accurate Benchmarks for 3D Molecule Generation
Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework
LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs
Hydra: Marker-Free RGB-D Hand-Eye Calibration
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation
TrueFake: A Real World Case Dataset of Last Generation Fake Images also Shared on Social Networks
The Leaderboard Illusion
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks
SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics
Quantitative evaluation of brain-inspired vision sensors in high-speed robotic perception
The Convergent Ethics of AI? Analyzing Moral Foundation Priorities in Large Language Models with a Multi-Framework Approach
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider
Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis
Design and benchmarking of a two degree of freedom tendon driver unit for cable-driven wearable technologies
Token Sequence Compression for Efficient Multimodal Computing
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