SOTAVerified

Program Synthesis

Program synthesis is the process of automatically generating a program or code snippet that satisfies a given specification or set of requirements. This can include generating code from a formal specification, a natural language description, or example inputs and outputs. The primary goal of program synthesis is to minimize human intervention in the coding process, reduce errors, and improve productivity.

Program synthesis often involves the use of advanced algorithms, artificial intelligence, and machine learning techniques to search the space of possible programs that meet the given constraints. This process can be guided by a variety of techniques, such as constraint solving, symbolic execution, and genetic algorithms.

Papers

Showing 101125 of 423 papers

TitleStatusHype
Chemical classification program synthesis using generative artificial intelligence0
Transductively Informed Inductive Program SynthesisCode0
Enhancing Code Generation via Bidirectional Comment-Level Mutual GroundingCode0
QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach0
GPU accelerated program synthesis: Enumerate semantics, not syntax!0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search0
CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis0
Synthesizing world models for bilevel planning0
Research Vision: Multi-Agent Path Planning for Cops And Robbers Via Reactive Synthesis0
Shedding Light in Task Decomposition in Program Synthesis: The Driving Force of the Synthesizer Model0
An Empirical Comparison of Cost Functions in Inductive Logic Programming0
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models0
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics0
Program Synthesis Dialog Agents for Interactive Decision-MakingCode0
Visual Agentic AI for Spatial Reasoning with a Dynamic API0
Proving the Coding Interview: A Benchmark for Formally Verified Code Generation0
Learning Semantics-aware Search Operators for Genetic Programming0
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks0
AlgoPilot: Fully Autonomous Program Synthesis Without Human-Written Programs0
Online Prompt Selection for Program Synthesis0
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks0
EcoSearch: A Constant-Delay Best-First Search Algorithm for Program Synthesis0
Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis0
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)Code0
From Code to Play: Benchmarking Program Search for Games Using Large Language Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DrRepairSuccess rate @budget 10038.5Unverified
2Multiclass localizerSuccess rate @budget 10034.2Unverified
#ModelMetricClaimedVerifiedStatus
1DrRepairSuccess rate @budget 10057Unverified
2Multiclass localizerSuccess rate @budget 10053.7Unverified
#ModelMetricClaimedVerifiedStatus
1CodeTrans-MT-TF-SmallAccuracy90.31Unverified