The Open Verification Layer for ML Research

Community benchmark tracking and reproducibility verification. Built for researchers and autonomous research agents.

661,570 papers248,326 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2426–2450 of 661570 papers

Title	Date	Tasks	Status	Hype
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models	Sep 3, 2023	HallucinationWorld Knowledge	CodeCode Available	3
Pythia v0.1: the Winning Entry to the VQA Challenge 2018	Jul 26, 2018	Data AugmentationVisual Question Answering (VQA)	CodeCode Available	3
SQLFlow: A Bridge between SQL and Machine Learning	Jan 19, 2020	BIG-bench Machine Learning	CodeCode Available	3
Mesh R-CNN	Jun 6, 2019	3D Shape ModelingPrediction	CodeCode Available	3
PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting	Dec 16, 2024	3D Reconstruction4k	CodeCode Available	3
MM-StoryAgent: Immersive Narrated Storybook Video Generation with a Multi-Agent Paradigm across Text, Image and Audio	Mar 7, 2025	Video Generation	CodeCode Available	3
Efficient and Robust Automated Machine Learning	Dec 1, 2015	AutoMLBayesian Optimization	CodeCode Available	3
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem	May 20, 2025	Mathematical Reasoningscientific discovery	CodeCode Available	3
SynSin: End-to-end View Synthesis from a Single Image	Dec 18, 2019	Novel View Synthesis	CodeCode Available	3
An Extensible Framework for Open Heterogeneous Collaborative Perception	Jan 25, 2024		CodeCode Available	3
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs	Jun 7, 2024	BenchmarkingDecoder	CodeCode Available	3
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence	Feb 12, 2020	BIG-bench Machine LearningGPU	CodeCode Available	3
MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales	Oct 20, 2018	BIG-bench Machine LearningDistributed Computing	CodeCode Available	3
Simulating the Real World: A Unified Survey of Multimodal Generative Models	Mar 6, 2025	3D GenerationSurvey	CodeCode Available	3
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment	Mar 30, 2021	AutoMLStock Prediction	CodeCode Available	3
VideoRoPE: What Makes for Good Video Rotary Position Embedding?	Feb 7, 2025	HallucinationPosition	CodeCode Available	3
Green AI	Jul 22, 2019	Deep Learning	CodeCode Available	3
Bag of Freebies for Training Object Detection Neural Networks	Feb 11, 2019	General Classificationimage-classification	CodeCode Available	3
Characterizing signal propagation to close the performance gap in unnormalized ResNets	Jan 21, 2021		CodeCode Available	3
SnapKV: LLM Knows What You are Looking for Before Generation	Apr 22, 2024	16kGPU	CodeCode Available	3
Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond	Oct 10, 2024	Large Language ModelRecommendation Systems	CodeCode Available	3
Distributional Generalization: A New Kind of Generalization	Sep 17, 2020	2D Object Detection	CodeCode Available	3
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space	May 21, 2025		CodeCode Available	3
ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning	Dec 4, 2024	AttributeTime Series	CodeCode Available	3
Bilinear Attention Networks	May 21, 2018	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	3