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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference
ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts
KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning
TARGET: Benchmarking Table Retrieval for Generative Tasks
Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations
Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement
Benchmarking AI scientists in omics data-driven biological research
ExEBench: Benchmarking Foundation Models on Extreme Earth Events
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities
Load-independent Metrics for Benchmarking Force Controllers
Grounding Synthetic Data Evaluations of Language Models in Unsupervised Document Corpora
Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030
From raw affiliations to organization identifiers
Benchmarking Retrieval-Augmented Generation for Chemistry
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong
Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems
PRISM: Complete Online Decentralized Multi-Agent Pathfinding with Rapid Information Sharing using Motion Constraints
FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
Optimizing Recommendations using Fine-Tuned LLMs
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration
From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological Engineering
FNBench: Benchmarking Robust Federated Learning against Noisy Labels
JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes
Healthy LLMs? Benchmarking LLM Knowledge of UK Government Public Health Information
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
Contributions of the Petabyte Scale Sequence Search Codeathon toward efforts to scale sequence-based searches on SRA
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
Autoregressive Stochastic Clock Jitter Compensation in Analog-to-Digital Converters
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
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