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Benchmarking

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/gbibbo/voice_anonymization

공식 코드

The Sounds of Home: A Speech-Removed Residential Audio Dataset for Sound Event Detection

https://github.com/gbrltv/business_process_encoding

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Trace Encoding in Process Mining: a survey and benchmarking

https://github.com/gdmnl/spectral-gnn-benchmark

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Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency

https://github.com/geek-ai/Texygen

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Texygen: A Benchmarking Platform for Text Generation Models

https://github.com/geflaspohler/poold

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Online Learning with Optimism and Delay

https://github.com/gemcollector/learning-from-scratch

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On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline

https://github.com/genentech/ringer

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Accurate and Efficient Structural Ensemble Generation of Macrocyclic Peptides using Internal Coordinate Diffusion

https://github.com/genezc/structbias

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Structural Bias for Aspect Sentiment Triplet Extraction

https://github.com/geoai-lab/EUPEG

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Enhancing spatial and textual analysis with EUPEG: an extensible and unified platform for evaluating geoparsers

https://github.com/geometric-intelligence/TopoBench

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TopoBench: A Framework for Benchmarking Topological Deep Learning

https://github.com/georg-wolflein/histaug

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Benchmarking Pathology Feature Extractors for Whole Slide Image Classification

https://github.com/gersteinlab/medagents-benchmark

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MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

https://github.com/gestaltcogteam/basicts

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Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

https://github.com/gfnorg/gfn-diffusion

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Improved off-policy training of diffusion samplers

https://github.com/gglab-ku/turkish-plu

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Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish

https://github.com/giarcieri/assessing-the-influence-of-models-on-the-performance-of-reinforcement-learning-algorithms

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Which Model to Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks

https://github.com/gidecarlo/vitagraph

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VitaGraph: Building a Knowledge Graph for Biologically Relevant Learning Tasks

https://github.com/gideonfr/emprox

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EmProx: Neural Network Performance Estimation For Neural Architecture Search

https://github.com/giganticode/throwbench

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ThrowBench: Benchmarking LLMs by Predicting Runtime Exceptions

https://github.com/gilesluo/dtr-bench

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DTR-Bench: An in silico Environment and Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime

https://github.com/giovannicatalani/mario

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Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations

https://github.com/giovannimen/cpcad-bench

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CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods

https://github.com/gistairc/HS-SOD

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Hyperspectral Image Dataset for Benchmarking on Salient Object Detection

https://github.com/git-disl/EnsembleBench

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Promoting High Diversity Ensemble Learning with EnsembleBench

https://github.com/git-disl/LRBench

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Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks

https://github.com/github-usr-ano/temporal_graph_data_pdes

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Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs

https://github.com/giu-guarino/rho-pnn

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Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control

https://github.com/gjorgjinac/dynamorep_problem_classification

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DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems

https://github.com/glam-imperial/AudioXgen

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Audio Explanation Synthesis with Generative Foundation Models

https://github.com/globosco/A-learned-sorted-table-search-library

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Learned Sorted Table Search and Static Indexes in Small Model Space

https://github.com/globosco/A-modified-SOSD-platform-for-benchmarking-Branchy-vs-Branch-free-search-algorithms

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Standard Vs Uniform Binary Search and Their Variants in Learned Static Indexing: The Case of the Searching on Sorted Data Benchmarking Software Platform

https://github.com/gmberton/deep-visual-geo-localization-benchmark

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Deep Visual Geo-localization Benchmark

https://github.com/gmc-drl/apdmmo

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Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning

https://github.com/gofigure-lanl/figure-segmentation

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DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing Understanding

https://github.com/google-deepmind/neptune

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Neptune: The Long Orbit to Benchmarking Long Video Understanding

https://github.com/google-research-datasets/2.5vrd

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2.5D Visual Relationship Detection

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