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Benchmarking
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Tactile MNIST: Benchmarking Active Tactile Perception
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
SenseShift6D: Multimodal RGB-D Benchmarking for Robust 6D Pose Estimation across Environment and Sensor Variations
A Comprehensive Benchmark of Computational Models for Antibody--Antigen Binding Affinity
GAnnET: A principled approach to automatically annotating charge stability diagrams
Visual Place Recognition for Large-Scale UAV Applications
MUPAX: Multidimensional Problem Agnostic eXplainable AI
Disentangling coincident cell events using deep transfer learning and compressive sensing
Training Transformers with Enforced Lipschitz Constants
DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition
A Multi-View High-Resolution Foot-Ankle Complex Point Cloud Dataset During Gait for Occlusion-Robust 3D Completion
DCR: Quantifying Data Contamination in LLMs Evaluation
FLsim: A Modular and Library-Agnostic Simulation Framework for Federated Learning
DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering
MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking
Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks
CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift
Identifying the Smallest Adversarial Load Perturbations that Render DC-OPF Infeasible
Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset
Orchestrator-Agent Trust: A Modular Agentic AI Visual Classification System with Trust-Aware Orchestration and RAG-Based Reasoning
Hyperspectral Anomaly Detection Methods: A Survey and Comparative Study
SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads
A Systematic Analysis of Hybrid Linear Attention
Inaugural MOASEI Competition at AAMAS'2025: A Technical Report
LLMThinkBench: Towards Basic Math Reasoning and Overthinking in Large Language Models
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning
STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and Benchmarking
Latent Thermodynamic Flows: Unified Representation Learning and Generative Modeling of Temperature-Dependent Behaviors from Limited Data
LANTERN: A Machine Learning Framework for Lipid Nanoparticle Transfection Efficiency Prediction
CORE: Benchmarking LLMs Code Reasoning Capabilities through Static Analysis Tasks
TransLaw: Benchmarking Large Language Models in Multi-Agent Simulation of the Collaborative Translation
State and Memory is All You Need for Robust and Reliable AI Agents
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