C++ code

Benchmarks archive 2025-07-28

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Most implemented papers archive 2025-07-28

30 shown of 33 papers with code (91 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
  31 May 2021 28 repositories listed Syntology ran 48 of 86 samples · 38 unverified · 15 pointer-only (licence)
  We present SegFormer, a simple, efficient yet powerful semantic segmentation framework which unifies Transformers with lightweight multilayer perception (MLP) decoders.
• OpenGM: A C++ Library for Discrete Graphical Models
  1 Jun 2012 4 repositories listed
  OpenGM is a C++ template library for defining discrete graphical models and performing inference on these models, using a wide range of state-of-the-art algorithms.
• $μ$NCA: Texture Generation with Ultra-Compact Neural Cellular Automata
  26 Nov 2021 3 repositories listed
  We study the problem of example-based procedural texture synthesis using highly compact models.
• Neural Transfer Learning for Repairing Security Vulnerabilities in C Code
  16 Apr 2021 3 repositories listed
  To sum up, this paper shows that transfer learning works well for repairing security vulnerabilities in C compared to learning on a small dataset.
• FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge
  9 Apr 2019 3 repositories listed
  While embedded FPGAs are attractive platforms for DNN acceleration on edge-devices due to their low latency and high energy efficiency, the scarcity of resources of edge-scale FPGA devices also makes it challenging for…
• PL-SLAM: a Stereo SLAM System through the Combination of Points and Line Segments
  26 May 2017 3 repositories listed
  This paper proposes PL-SLAM, a stereo visual SLAM system that combines both points and line segments to work robustly in a wider variety of scenarios, particularly in those where point features are scarce or not…
• Structural Language Models of Code
  30 Sep 2019 2 repositories listed Syntology ran 0 of 8 samples · 8 unverified
  We introduce a new approach to any-code completion that leverages the strict syntax of programming languages to model a code snippet as a tree - structural language modeling (SLM).
• Program Semantic Inequivalence Game with Large Language Models
  2 May 2025 1 repository listed
  Finding training examples to teach LLMs to solve these tasks can be challenging.
• GPRat: Gaussian Process Regression with Asynchronous Tasks
  30 Apr 2025 1 repository listed
  In this work, we present a novel way of binding task-based C++ code built on the asynchronous runtime model HPX to a high-level Python API using pybind11.
• EIQP: Execution-time-certified and Infeasibility-detecting QP Solver
  11 Feb 2025 1 repository listed
  Solving real-time quadratic programming (QP) is a ubiquitous task in control engineering, such as in model predictive control and control barrier function-based QP.
• C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment in model-based engineering
  3 Feb 2025 1 repository listed
  Since time immemorial an old adage has always seemed to ring true: you cannot use a high-level productive programming language like Python or R for real-time control and embedded-systems programming, you must rewrite…
• Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
  27 Dec 2024 1 repository listed
  Translating legacy Fortran code into C++ is a crucial step in modernizing high-performance computing (HPC) applications.
• SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
  29 Oct 2024 1 repository listed Syntology ran 0 of 11 samples · 11 unverified
  The modeling of industrial scenes is essential for simulations in industrial manufacturing.
• ChatDBG: Augmenting Debugging with Large Language Models
  25 Mar 2024 1 repository listed
  Our ChatDBG prototype integrates with standard debuggers including LLDB and GDB for native code and Pdb for Python.
• Creating a Dataset for High-Performance Computing Code Translation using LLMs: A Bridge Between OpenMP Fortran and C++
  15 Jul 2023 1 repository listed
  In this study, we present a novel dataset for training machine learning models translating between OpenMP Fortran and C++ code.
• Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
  16 Jun 2023 1 repository listed
  With the increasing popularity of Internet of Things (IoT) devices, there is a growing need for energy-efficient Machine Learning (ML) models that can run on constrained edge nodes.
• RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
  5 Jun 2023 1 repository listed
  Large Language Models (LLMs) have greatly advanced code auto-completion systems, with a potential for substantial productivity enhancements for developers.
• A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification
  24 May 2023 1 repository listed
  Initially, we employ Bounded Model Checking (BMC) to identify vulnerabilities and extract counterexamples.
• HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing
  24 Apr 2023 1 repository listed
  The experiments were run on four different machines, including different hyperparameter configurations, and the results were compared to a popular prototyping library built on PyTorch.
• Privacy-Preserving CNN Training with Transfer Learning: Multiclass Logistic Regression
  7 Apr 2023 1 repository listed
  ; and (4) we use a simple but flexible matrix-encoding method named Volley Revolver to manage the data flow in the ciphertexts, which is the key factor to complete the whole homomorphic CNN training.
• Open-Source Skull Reconstruction with MONAI
  25 Nov 2022 1 repository listed
  The primary goal of this paper lies in the investigation of open-sourcing codes and pre-trained deep learning models under the MONAI framework.
• CryptOpt: Verified Compilation with Randomized Program Search for Cryptographic Primitives (full version)
  19 Nov 2022 1 repository listed
  Most software domains rely on compilers to translate high-level code to multiple different machine languages, with performance not too much worse than what developers would have the patience to write directly in…
• Learning C to x86 Translation: An Experiment in Neural Compilation
  17 Aug 2021 1 repository listed Syntology ran 0 of 5 samples · 5 unverified
  Deep learning has had a significant impact on many fields.
• Latent Execution for Neural Program Synthesis
  29 Jun 2021 1 repository listed Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
  While recent works demonstrated limited success on domain-specific languages (DSL), it remains highly challenging to apply them to real-world programming languages, such as C.
• Break-It-Fix-It: Unsupervised Learning for Program Repair
  11 Jun 2021 1 repository listed Syntology ran 0 of 6 samples · 6 unverified
  To bridge this gap, we propose a new training approach, Break-It-Fix-It (BIFI), which has two key ideas: (i) we use the critic to check a fixer's output on real bad inputs and add good (fixed) outputs to the training…
• Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems
  26 Aug 2020 1 repository listed
  Our comparison with several traditional time series change point detection techniques showed that our approach improves their performance by up to 102%, in terms of finding state change points, measured by F1 score.
• DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs
  17 Aug 2020 1 repository listed
  In this work, we propose DORY (Deployment Oriented to memoRY) - an automatic tool to deploy DNNs on low cost MCUs with typically less than 1MB of on-chip SRAM memory.
• CPL-SLAM: Efficient and Certifiably Correct Planar Graph-Based SLAM Using the Complex Number Representation
  25 Jun 2020 1 repository listed
  In this paper, we consider the problem of planar graph-based simultaneous localization and mapping (SLAM) that involves both poses of the autonomous agent and positions of observed landmarks.
• Simulated Annealing Algorithm for the Multiple Choice Multidimensional Knapsack Problem
  1 May 2020 1 repository listed
  In this work, we present a simulated annealing based algorithm with open source C++ code to find good solutions to the multidimensional multiple choice knapsack problem.
• A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems
  14 Jan 2020 1 repository listed
  This paper presents a neural network code generator (NNCG) that generates from a trained CNN a plain ANSI C code file that encapsulates the inference in single a function.

Syntology lines on 6 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.