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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Reasoning as a Resource: Optimizing Fast and Slow Thinking in Code Generation Models
GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras
FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios
IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments
A Manually Annotated Image-Caption Dataset for Detecting Children in the Wild
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments
Attention, Please! Revisiting Attentive Probing for Masked Image Modeling
ScholarSearch: Benchmarking Scholar Searching Ability of LLMs
ICE-ID: A Novel Historical Census Data Benchmark Comparing NARS against LLMs, \& a ML Ensemble on Longitudinal Identity Resolution
Bench to the Future: A Pastcasting Benchmark for Forecasting Agents
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmark of Large Language Models in Mental Health Counseling
Solving excited states for long-range interacting trapped ions with neural networks
AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
Generative Models at the Frontier of Compression: A Survey on Generative Face Video Coding
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
HuSc3D: Human Sculpture dataset for 3D object reconstruction
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems
Benchmarking Pre-Trained Time Series Models for Electricity Price Forecasting
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents
EconWebArena: Benchmarking Autonomous Agents on Economic Tasks in Realistic Web Environments
GradEscape: A Gradient-Based Evader Against AI-Generated Text Detectors
GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra
Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning
RADAR: Benchmarking Language Models on Imperfect Tabular Data
Benchmarking Foundation Speech and Language Models for Alzheimer's Disease and Related Dementia Detection from Spontaneous Speech
How Far Are We from Optimal Reasoning Efficiency?
LoopDB: A Loop Closure Dataset for Large Scale Simultaneous Localization and Mapping
Numerical Investigation of Sequence Modeling Theory using Controllable Memory Functions
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
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