The Open Verification Layer for ML Research

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

474,278 papers248,326 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8076–8100 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP	Jun 25, 2024	cross-modal alignmentImage Classification	CodeCode Available	2	5
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction	Mar 18, 2024	Autonomous Vehiclesmotion prediction	CodeCode Available	2	5
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning	Oct 8, 2023	Federated LearningPersonalized Federated Learning	CodeCode Available	2	5
Fancy123: One Image to High-Quality 3D Mesh Generation via Plug-and-Play Deformation	Nov 25, 2024	Image to 3D	CodeCode Available	2	5
Fast-Poly: A Fast Polyhedral Framework For 3D Multi-Object Tracking	Mar 20, 2024	3D Multi-Object TrackingCPU	CodeCode Available	2	5
Attention Concatenation Volume for Accurate and Efficient Stereo Matching	Mar 4, 2022	Patch MatchingStereo Depth Estimation	CodeCode Available	2	5
Crafting Interpretable Embeddings by Asking LLMs Questions	May 26, 2024	Question Answering	CodeCode Available	2	5
PodAgent: A Comprehensive Framework for Podcast Generation	Mar 1, 2025	Audio GenerationSpeech Synthesis	CodeCode Available	2	5
FLAME: Financial Large-Language Model Assessment and Metrics Evaluation	Jan 3, 2025	Language ModelingLanguage Modelling	CodeCode Available	2	5
Octopus: Embodied Vision-Language Programmer from Environmental Feedback	Oct 12, 2023	BenchmarkingCode Generation	CodeCode Available	2	5
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation	Feb 28, 2024	Code GenerationIn-Context Learning	CodeCode Available	2	5
Learning Human-Inspired Force Strategies for Robotic Assembly	Mar 22, 2023		CodeCode Available	2	5
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations	May 3, 2024	Optical Flow EstimationReference-based Super-Resolution	CodeCode Available	2	5
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning	Nov 4, 2023	Multi-Task Learning	CodeCode Available	2	5
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator	Feb 16, 2024	Mathematical ReasoningRe-Ranking	CodeCode Available	2	5
ScreenAI: A Vision-Language Model for UI and Infographics Understanding	Feb 7, 2024	Chart Question AnsweringLanguage Modeling	CodeCode Available	2	5
Learning to Prompt for Vision-Language Models	Sep 2, 2021	Domain GeneralizationFew-shot Age Estimation	CodeCode Available	2	5
EmoFace: Audio-driven Emotional 3D Face Animation	Jul 17, 2024	3D Face Animation	CodeCode Available	2	5
OmniBench: Towards The Future of Universal Omni-Language Models	Sep 23, 2024	Instruction Following	CodeCode Available	2	5
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data	Mar 15, 2022	BenchmarkingDomain Adaptation	CodeCode Available	2	5
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction	Jul 9, 2024	Image GenerationText to Image Generation	CodeCode Available	2	5
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction Features	Apr 9, 2025	Computational Efficiency	CodeCode Available	2	5
Specializing Smaller Language Models towards Multi-Step Reasoning	Jan 30, 2023	MathModel Selection	CodeCode Available	2	5
Stitchable Neural Networks	Feb 13, 2023	Image Classification	CodeCode Available	2	5
Respecting causality is all you need for training physics-informed neural networks	Mar 14, 2022	AllAttribute	CodeCode Available	2	5