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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions
FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation
Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression
BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos
WattsOnAI: Measuring, Analyzing, and Visualizing Energy and Carbon Footprint of AI Workloads
HRIBench: Benchmarking Vision-Language Models for Real-Time Human Perception in Human-Robot Interaction
Benchmarking Unsupervised Strategies for Anomaly Detection in Multivariate Time Series
scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection
inMOTIFin: a lightweight end-to-end simulation software for regulatory sequences
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking
FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization
MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
Quantitative Benchmarking of Anomaly Detection Methods in Digital Pathology
MDR-DeePC: Model-Inspired Distributionally Robust Data-Enabled Predictive Control
QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges
PocketVina Enables Scalable and Highly Accurate Physically Valid Docking through Multi-Pocket Conditioning
Generalizing Vision-Language Models to Novel Domains: A Comprehensive Survey
Benchmarking histopathology foundation models in a multi-center dataset for skin cancer subtyping
Simulation-Based Sensitivity Analysis in Optimal Treatment Regimes and Causal Decomposition with Individualized Interventions
Survey of HPC in US Research Institutions
Benchmarking Music Generation Models and Metrics via Human Preference Studies
Staining normalization in histopathology: Method benchmarking using multicenter dataset
On the Robustness of Human-Object Interaction Detection against Distribution Shift
TAB: Unified Benchmarking of Time Series Anomaly Detection Methods
Identifiable Convex-Concave Regression via Sub-gradient Regularised Least Squares
Statistical Multicriteria Evaluation of LLM-Generated Text
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices
Leveling the Playing Field: Carefully Comparing Classical and Learned Controllers for Quadrotor Trajectory Tracking
A Comparative Analysis of Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) as Dimensionality Reduction Techniques
TabArena: A Living Benchmark for Machine Learning on Tabular Data
Universal Music Representations? Evaluating Foundation Models on World Music Corpora
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