Cover Image

EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pan, Jingyu, Chang, Chen-Chia, Xie, Zhiyao, Chen, Yiran, Li, Hai
Format:	Preprint
Published:	2023
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Emerging ML-AI Techniques for Analog and RF EDA
by: Wu, Zhengfeng, et al.
Published: (2025)

PhysEDA: Physics-Aware Learning Framework for Efficient EDA With Manhattan Distance Decay
by: Yang, Zetao
Published: (2026)

A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA
by: Fang, Wenji, et al.
Published: (2025)

GenEDA: Towards Generative Netlist Functional Reasoning via Cross-Modal Circuit Encoder-Decoder Alignment
by: Fang, Wenji, et al.
Published: (2025)

AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents
by: Lu, Yiyi, et al.
Published: (2025)

A Survey of Research in Large Language Models for Electronic Design Automation
by: Pan, Jingyu, et al.
Published: (2025)

ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA
by: Shi, Zhengyuan, et al.
Published: (2025)

ChipLingo: A Systematic Training Framework for Large Language Models in EDA
by: Li, Lei, et al.
Published: (2026)

EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models
by: Liu, Xuewen, et al.
Published: (2024)

Interpretable Multi-Task PINN for Emotion Recognition and EDA Prediction
by: Mandal, Nischal
Published: (2025)

AiEDA: An Open-Source AI-Aided Design Library for Design-to-Vector
by: Qiu, Yihang, et al.
Published: (2025)

BRIDGES: Bridging Graph Modality and Large Language Models within EDA Tasks
by: Li, Wei, et al.
Published: (2025)

Large Language Models (LLMs) for Electronic Design Automation (EDA)
by: Xu, Kangwei, et al.
Published: (2025)

EDA-Aware RTL Generation with Large Language Models
by: Islam, Mubashir ul, et al.
Published: (2024)

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation
by: Pasandi, Ghasem, et al.
Published: (2025)

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization
by: Wang, Yiting, et al.
Published: (2025)

FluxEDA: A Unified Execution Infrastructure for Stateful Agentic EDA
by: Chen, Zhengrui, et al.
Published: (2026)

SynCircuit: Automated Generation of New Synthetic RTL Circuits Can Enable Big Data in Circuits
by: Liu, Shang, et al.
Published: (2025)

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs
by: Pan, Jingyu, et al.
Published: (2025)

NetTAG: A Multimodal RTL-and-Layout-Aligned Netlist Foundation Model via Text-Attributed Graph
by: Fang, Wenji, et al.
Published: (2025)

Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor
by: Sridhar, Arjun, et al.
Published: (2024)

Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification
by: Pinckney, Nathaniel, et al.
Published: (2025)

Matrix Profile for Time-Series Anomaly Detection: A Reproducible Open-Source Benchmark on TSB-AD
by: Yeh, Chin-Chia Michael
Published: (2026)

DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior
by: Ma, Ruiyang, et al.
Published: (2025)

RTL-Repo: A Benchmark for Evaluating LLMs on Large-Scale RTL Design Projects
by: Allam, Ahmed, et al.
Published: (2024)

Design Principles for Falsifiable, Replicable and Reproducible Empirical ML Research
by: Vranješ, Daniel, et al.
Published: (2024)

ChatEDA: A Large Language Model Powered Autonomous Agent for EDA
by: He, Zhuolun, et al.
Published: (2023)

BoLT: A Benchmark to Democratize Black-box Optimization Research for Expensive LLM Tasks
by: Chew, Ruth Wan Theng, et al.
Published: (2026)

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility
by: Gaddipati, Sasi Kiran, et al.
Published: (2026)

mrbrightsides/dashboard-EDA: Tourism EDA Dashboard v1.0.0
by: Akhmad Khudri
Published: (2025)

PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting
by: Zhou, Guanglei, et al.
Published: (2024)

Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS
by: Ahmad, Afzal, et al.
Published: (2024)

PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms
by: Li, Yilong, et al.
Published: (2024)

Educación Dental Asíncrona “EDA”
by: Miguel Saravia-Rojas
Published: (2021)

LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
by: Chang, Chen-Chia, et al.
Published: (2025)

OpenGT: A Comprehensive Benchmark For Graph Transformers
by: Tang, Jiachen, et al.
Published: (2025)

Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction
by: Chen, Tianyi, et al.
Published: (2025)

RTL++: Graph-enhanced LLM for RTL Code Generation
by: Akyash, Mohammad, et al.
Published: (2025)

DeepRTL2: A Versatile Model for RTL-Related Tasks
by: Liu, Yi, et al.
Published: (2025)

OpenLLM-RTL: Open Dataset and Benchmark for LLM-Aided Design RTL Generation
by: Liu, Shang, et al.
Published: (2025)