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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/yusaemeow/collab-overcooked

공식 코드

Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents

https://github.com/yushundong/spectral-benchmark

공식 코드

Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective

https://github.com/yuxiaw/openfactcheck

공식 코드

OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs

https://github.com/yuyongcan/benchmark-tta

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Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification

https://github.com/yx-lu/benchmarking-llms--judgments-with-no-gold-standard

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Benchmarking LLMs' Judgments with No Gold Standard

https://github.com/yy6linda/synthetic-ehr-benchmarking

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A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models

https://github.com/yzhao062/PyHealth

공식 코드

PyHealth: A Python Library for Health Predictive Models

https://github.com/zacharywang-007/g-hanet

공식 코드

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images

https://github.com/zahraabbasiantaeb/simquac

공식 코드

Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions

https://github.com/zaixizhang/awesome-sbdd

공식 코드

Geometric Deep Learning for Structure-Based Drug Design: A Survey

https://github.com/zalandoresearch/fashion-mnist

공식 코드

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

https://github.com/zayenz/cp-2019-nmbr9

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Nmbr9 as a Constraint Programming Challenge

https://github.com/zeinabtaghavi/impliret

공식 코드

ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge

https://github.com/zerowst/chatcoach

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Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset

https://github.com/zezhishao/basicts

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

https://github.com/zhanglab-deepneurocoglab/csegg

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Adaptive Visual Scene Understanding: Incremental Scene Graph Generation

https://github.com/zhanglab-deepneurocoglab/worm

공식 코드

Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory

https://github.com/zhangsn-19/pan

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Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks

https://github.com/zhangzjn/ader

공식 코드

A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection

https://github.com/zhao-ht/biomaze

공식 코드

BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

https://github.com/zhao-zy15/pmc-patients

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PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems

https://github.com/zhaoshan2/earthextreme-bench

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ExEBench: Benchmarking Foundation Models on Extreme Earth Events

https://github.com/zhaowei-wang-nlp/divscene

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DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects

https://github.com/zhaoyu-li/g4satbench

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G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks

https://github.com/zhchen18/tombench

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ToMBench: Benchmarking Theory of Mind in Large Language Models

https://github.com/zhehengluoK/eval_empec

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Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams

https://github.com/zhengyuan-jiang/videomarkbench

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VideoMarkBench: Benchmarking Robustness of Video Watermarking

https://github.com/zhenwen-nlp/mathchat

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MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

https://github.com/zhenzhiwang/humanvid

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HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation

https://github.com/zhichaoxu-shufe/rankmamba

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RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers

https://github.com/zhichengg/stabletoolbench

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StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models

https://github.com/zhiqiangzhongddu/llmamol

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Benchmarking Large Language Models for Molecule Prediction Tasks

https://github.com/zhiqic/keyposs

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KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range Multilateration

https://github.com/zhonghuayi/optical_flow_robustness_benchmark

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Benchmarking the Robustness of Optical Flow Estimation to Corruptions

https://github.com/zhongtiand/eqnn

공식 코드

$\mathbb{Z}_2\times \mathbb{Z}_2$ Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks

https://github.com/zhou-hangyu/allclear

공식 코드

AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery

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