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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
NavBench: A Unified Robotics Benchmark for Reinforcement Learning-Based Autonomous Navigation
SATBench: Benchmarking LLMs' Logical Reasoning via Automated Puzzle Generation from SAT Formulas
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis
TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction
MedBrowseComp: Benchmarking Medical Deep Research and Computer Use
DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving on Inequalities
PLAICraft: Large-Scale Time-Aligned Vision-Speech-Action Dataset for Embodied AI
Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models
A Comprehensive Benchmarking Platform for Deep Generative Models in Molecular Design
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
Benchmarking MOEAs for solving continuous multi-objective RL problems
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity
SzCORE as a benchmark: report from the seizure detection challenge at the 2025 AI in Epilepsy and Neurological Disorders Conference
CompBench: Benchmarking Complex Instruction-guided Image Editing
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
OSS-Bench: Benchmark Generator for Coding LLMs
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
What are they talking about? Benchmarking Large Language Models for Knowledge-Grounded Discussion Summarization
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification
ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey
GLOVER++: Unleashing the Potential of Affordance Learning from Human Behaviors for Robotic Manipulation
GenderBench: Evaluation Suite for Gender Biases in LLMs
LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation
SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds
Machine Learning-Based Analysis of ECG and PCG Signals for Rheumatic Heart Disease Detection: A Scoping Review (2015-2025)
Benchmarking performance, explainability, and evaluation strategies of vision-language models for surgery: Challenges and opportunities
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets
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