RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs
Fuente:
arXiv
Saved in:
| Main Authors: | Jin, Pengwei, Huang, Di, Li, Chongxiao, Cheng, Shuyao, Zhao, Yang, Zheng, Xinyao, Zhu, Jiaguo, Xing, Shuyi, Dou, Bohan, Zhang, Rui, Du, Zidong, Guo, Qi, Hu, Xing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression for Circuit Design
by: Huang, Lei, et al.
Published: (2025)
by: Huang, Lei, et al.
Published: (2025)
QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
by: Zhang, Yang, et al.
Published: (2025)
by: Zhang, Yang, et al.
Published: (2025)
AutoPPA: Automated Circuit PPA Optimization via Contrastive Code-based Rule Library Learning
by: Li, Chongxiao, et al.
Published: (2026)
by: Li, Chongxiao, et al.
Published: (2026)
QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies
by: Cheng, Shuyao, et al.
Published: (2025)
by: Cheng, Shuyao, et al.
Published: (2025)
AGON: Automated Design Framework for Customizing Processors from ISA Documents
by: Li, Chongxiao, et al.
Published: (2024)
by: Li, Chongxiao, et al.
Published: (2024)
QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
by: Zhu, Yaoyu, et al.
Published: (2025)
by: Zhu, Yaoyu, et al.
Published: (2025)
FlexMem: High-Parallel Near-Memory Architecture for Flexible Dataflow in Fully Homomorphic Encryption
by: Shi, Shangyi, et al.
Published: (2025)
by: Shi, Shangyi, et al.
Published: (2025)
QiMeng: Fully Automated Hardware and Software Design for Processor Chip
by: Zhang, Rui, et al.
Published: (2025)
by: Zhang, Rui, et al.
Published: (2025)
QiMeng-CodeV-SVA: Training Specialized LLMs for Hardware Assertion Generation via RTL-Grounded Bidirectional Data Synthesis
by: Wu, Yutong, et al.
Published: (2026)
by: Wu, Yutong, et al.
Published: (2026)
VerilogCL: A Contrastive Learning Framework for Robust LLM-Based Verilog Generation
by: Tan, Yan, et al.
Published: (2026)
by: Tan, Yan, et al.
Published: (2026)
VFlow: Discovering Optimal Agentic Workflows for Verilog Generation
by: Wei, Yangbo, et al.
Published: (2025)
by: Wei, Yangbo, et al.
Published: (2025)
VerilogMonkey: Exploring Parallel Scaling for Automated Verilog Code Generation with LLMs
by: Niu, Juxin, et al.
Published: (2025)
by: Niu, Juxin, et al.
Published: (2025)
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing
by: Han, Husheng, et al.
Published: (2024)
by: Han, Husheng, et al.
Published: (2024)
HE^2: A Communication-Light Heterogeneous Architecture for Efficient Fully Homomorphic Encryption
by: Shi, Shangyi, et al.
Published: (2026)
by: Shi, Shangyi, et al.
Published: (2026)
EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code
by: Guo, Ping, et al.
Published: (2025)
by: Guo, Ping, et al.
Published: (2025)
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)
by: Pinckney, Nathaniel, et al.
Published: (2025)
Python-based DSL for generating Verilog model of Synchronous Digital Circuits
by: Datar, Mandar, et al.
Published: (2024)
by: Datar, Mandar, et al.
Published: (2024)
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM
by: Yu, Zhongkai, et al.
Published: (2024)
by: Yu, Zhongkai, et al.
Published: (2024)
MetRex: A Benchmark for Verilog Code Metric Reasoning Using LLMs
by: Abdelatty, Manar, et al.
Published: (2024)
by: Abdelatty, Manar, et al.
Published: (2024)
Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation
by: Chang, Kaiyan, et al.
Published: (2024)
by: Chang, Kaiyan, et al.
Published: (2024)
VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding
by: Wang, Zeng, et al.
Published: (2025)
by: Wang, Zeng, et al.
Published: (2025)
LintLLM: An Open-Source Verilog Linting Framework Based on Large Language Models
by: Fang, Zhigang, et al.
Published: (2025)
by: Fang, Zhigang, et al.
Published: (2025)
Veritas: Deterministic Verilog Code Synthesis from LLM-Generated Conjunctive Normal Form
by: Roy, Prithwish Basu, et al.
Published: (2025)
by: Roy, Prithwish Basu, et al.
Published: (2025)
UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture
by: Chen, Sitian, et al.
Published: (2024)
by: Chen, Sitian, et al.
Published: (2024)
Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead
by: Yang, Guang, et al.
Published: (2025)
by: Yang, Guang, et al.
Published: (2025)
Annotating Slack Directly on Your Verilog: Fine-Grained RTL Timing Evaluation for Early Optimization
by: Fang, Wenji, et al.
Published: (2024)
by: Fang, Wenji, et al.
Published: (2024)
AutoVeriFix: Automatically Correcting Errors and Enhancing Functional Correctness in LLM-Generated Verilog Code
by: Tan, Yan, et al.
Published: (2025)
by: Tan, Yan, et al.
Published: (2025)
Real Time FPGA Based Transformers & VLMs for Vision Tasks: SOTA Designs and Optimizations
by: Sali, Safa Mohammed, et al.
Published: (2025)
by: Sali, Safa Mohammed, et al.
Published: (2025)
FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification
by: Wan, Gwok-Waa, et al.
Published: (2025)
by: Wan, Gwok-Waa, et al.
Published: (2025)
HDLFORGE: A Two-Stage Multi-Agent Framework for Efficient Verilog Code Generation with Adaptive Model Escalation
by: Abdollahi, Armin, et al.
Published: (2026)
by: Abdollahi, Armin, et al.
Published: (2026)
LocalV: Exploiting Information Locality for IP-level Verilog Generation
by: Lyu, Hanqi, et al.
Published: (2026)
by: Lyu, Hanqi, et al.
Published: (2026)
MEEK: Re-thinking Heterogeneous Parallel Error Detection Architecture for Real-World OoO Superscalar Processors
by: Jiang, Zhe, et al.
Published: (2025)
by: Jiang, Zhe, et al.
Published: (2025)
RealProbe: An Automated and Lightweight Performance Profiler for In-FPGA Execution of High-Level Synthesis Designs
by: Kim, Jiho, et al.
Published: (2025)
by: Kim, Jiho, et al.
Published: (2025)
Exploring the Agentic Frontier of Verilog Code Generation
by: Yubeaton, Patrick, et al.
Published: (2026)
by: Yubeaton, Patrick, et al.
Published: (2026)
HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers
by: Yang, Yiyao, et al.
Published: (2025)
by: Yang, Yiyao, et al.
Published: (2025)
VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
by: Hemadri, Raghu Vamshi, et al.
Published: (2025)
by: Hemadri, Raghu Vamshi, et al.
Published: (2025)
Real Time FPGA Based CNNs for Detection, Classification, and Tracking in Autonomous Systems: State of the Art Designs and Optimizations
by: Sali, Safa Mohammed, et al.
Published: (2025)
by: Sali, Safa Mohammed, et al.
Published: (2025)
ProtocolLLM: RTL Benchmark for SystemVerilog Generation of Communication Protocols
by: Sheth, Arnav, et al.
Published: (2025)
by: Sheth, Arnav, et al.
Published: (2025)
Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap
by: Langhammer, Martin, et al.
Published: (2024)
by: Langhammer, Martin, et al.
Published: (2024)
HWE-Bench: Can Language Models Perform Board-level Schematic Designs?
by: Qiu, Weibo, et al.
Published: (2026)
by: Qiu, Weibo, et al.
Published: (2026)
Similar Items
-
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression for Circuit Design
by: Huang, Lei, et al.
Published: (2025) -
QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
by: Zhang, Yang, et al.
Published: (2025) -
AutoPPA: Automated Circuit PPA Optimization via Contrastive Code-based Rule Library Learning
by: Li, Chongxiao, et al.
Published: (2026) -
QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies
by: Cheng, Shuyao, et al.
Published: (2025) -
AGON: Automated Design Framework for Customizing Processors from ISA Documents
by: Li, Chongxiao, et al.
Published: (2024)