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 3876–3900 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images	Oct 2, 2024	Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation	CodeCode Available	3	5
High-Speed Stereo Visual SLAM for Low-Powered Computing Devices	Oct 5, 2024	GPU	CodeCode Available	3	5
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining	Feb 5, 2024	Image SegmentationMamba	CodeCode Available	3	5
Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video	Mar 27, 2025	Camera Pose EstimationDepth Estimation	CodeCode Available	3	5
Automated Movie Generation via Multi-Agent CoT Planning	Mar 10, 2025	Video Generation	CodeCode Available	3	5
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data	May 24, 2025	Image Stylization	CodeCode Available	3	5
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding	Mar 4, 2025	HumanEvalmbpp	CodeCode Available	3	5
EPRecon: An Efficient Framework for Real-Time Panoptic 3D Reconstruction from Monocular Video	Sep 3, 2024	3D ReconstructionScene Understanding	CodeCode Available	3	5
UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs	Apr 11, 2024		CodeCode Available	3	5
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models	Mar 14, 2022	Text Classification	CodeCode Available	3	5
Thinkless: LLM Learns When to Think	May 19, 2025	GSM8KMath	CodeCode Available	3	5
Rethinking Vision Transformers for MobileNet Size and Speed	Dec 15, 2022		CodeCode Available	3	5
Sentiment Reasoning for Healthcare	Jul 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	3	5
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer	Jan 18, 2024		CodeCode Available	3	5
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks	Feb 24, 2025	Conditional Image GenerationImage Generation	CodeCode Available	3	5
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images	Jan 30, 2024	Anomaly ClassificationAnomaly Detection	CodeCode Available	3	5
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark	Jun 4, 2025	Federated LearningTransfer Learning	CodeCode Available	3	5
Motion Anything: Any to Motion Generation	Mar 10, 2025	Motion GenerationMotion Synthesis	CodeCode Available	3	5
RAP-SAM: Towards Real-Time All-Purpose Segment Anything	Jan 18, 2024	AllDecoder	CodeCode Available	3	5
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning	Jun 17, 2024	Language ModelingLanguage Modelling	CodeCode Available	3	5
EnvGS: Modeling View-Dependent Appearance with Environment Gaussian	Dec 19, 2024	Novel View Synthesis	CodeCode Available	3	5
A Survey on Data Selection for Language Models	Feb 26, 2024	SurveyUnsupervised Pre-training	CodeCode Available	3	5
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions	Mar 28, 2024	Image RetrievalImplicit Relations	CodeCode Available	3	5
FlashVideo:Flowing Fidelity to Detail for Efficient High-Resolution Video Generation	Feb 7, 2025	Computational EfficiencyText-to-Video Generation	CodeCode Available	3	5
A Survey on Deep Learning for Theorem Proving	Apr 15, 2024	Automated Theorem ProvingDeep Learning	CodeCode Available	3	5