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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
DailyQA: A Benchmark to Evaluate Web Retrieval Augmented LLMs Based on Capturing Real-World Changes
Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
Benchmarking Expressive Japanese Character Text-to-Speech with VITS and Style-BERT-VITS2
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text
Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems
Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory
UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking
Traveling Across Languages: Benchmarking Cross-Lingual Consistency in Multimodal LLMs
A Risk Taxonomy for Evaluating AI-Powered Psychotherapy Agents
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models
AI vs. Human Judgment of Content Moderation: LLM-as-a-Judge and Ethics-Based Response Refusals
Benchmarking Energy and Latency in TinyML: A Novel Method for Resource-Constrained AI
Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking
UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
VocalBench: Benchmarking the Vocal Conversational Abilities for Speech Interaction Models
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Benchmarking Chest X-ray Diagnosis Models Across Multinational Datasets
NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction
SIMCOPILOT: Evaluating Large Language Models for Copilot-Style Code Generation
LLM-based Evaluation Policy Extraction for Ecological Modeling
Benchmarking the Myopic Trap: Positional Bias in Information Retrieval
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models
SlangDIT: Benchmarking LLMs in Interpretative Slang Translation
TransBench: Benchmarking Machine Translation for Industrial-Scale Applications
A Data-Driven Method to Identify IBRs with Dominant Participation in Sub-Synchronous Oscillations
Benchmarking data encoding methods in Quantum Machine Learning
OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking
ViC-Bench: Benchmarking Visual-Interleaved Chain-of-Thought Capability in MLLMs with Free-Style Intermediate State Representations
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