SOTAVerified

Dataset Generation

The task involves enhancing the training of target application (e.g. autonomous driving systems) by generating datasets of diverse and critical elements (e.g. traffic scenarios). Traditional methods rely on expensive and limited datasets, which often fail to capture rare but essential situations that can pose risks during testing.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 308 papers

TitleStatusHype
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations—0
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-CheckingCode0
Synth It Like KITTI: Synthetic Data Generation for Object Detection in Driving ScenariosCode0
TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination EvaluationCode0
One-Shot Federated Learning with Classifier-Free Diffusion Models—0
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
Synthetic User Behavior Sequence Generation with Large Language Models for Smart Homes—0
iTRI-QA: a Toolset for Customized Question-Answer Dataset Generation Using Language Models for Enhanced Scientific Research—0
Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing—0
E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic ExpressionsCode0
A Dataset Generation Toolbox for Dynamic Security Assessment: On the Role of the Security BoundaryCode0
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation—0
CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation ModelsCode2
Neural Error Covariance Estimation for Precise LiDAR Localization—0
CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language ModelsCode1
DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI—0
Low-Biased General Annotated Dataset Generation—0
ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content ModerationCode1
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion PlannerCode1
Movie2Story: A framework for understanding videos and telling stories in the form of novel text—0
Cognition Chain for Explainable Psychological Stress Detection on Social MediaCode0
SciFaultyQA: Benchmarking LLMs on Faulty Science Question Detection with a GAN-Inspired Approach to Synthetic Dataset GenerationCode0
Unbiased General Annotated Dataset Generation—0
Show:102550
← PrevPage 3 of 13Next →

No leaderboard results yet.