The Open Verification Layer for ML Research

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

659,983 papers248,104 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 776–800 of 659983 papers

Title	Date	Tasks	Status	Hype
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives	Jan 7, 2025	Autonomous DrivingGeneral Knowledge	CodeCode Available	5
Cosmos World Foundation Model Platform for Physical AI	Jan 7, 2025	modelPosition	CodeCode Available	5
Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models	Jan 2, 2025	Image Generation	CodeCode Available	5
Exploring GLU Expansion Ratios: A Study of Structured Pruning in LLaMA-3.2 Models	Dec 26, 2024	Computational EfficiencyNetwork Pruning	CodeCode Available	5
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs	Dec 25, 2024	Reinforcement Learning (RL)	CodeCode Available	5
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search	Dec 24, 2024		CodeCode Available	5
Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks	Dec 20, 2024	AllRAG	CodeCode Available	5
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks	Dec 19, 2024	8kIn-Context Learning	CodeCode Available	5
Noisereduce: Domain General Noise Reduction for Time Series Signals	Dec 19, 2024	Time Series	CodeCode Available	5
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference	Dec 18, 2024	DecoderRetrieval	CodeCode Available	5
Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation	Dec 18, 2024	3D Reconstruction4k	CodeCode Available	5
DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting	Dec 14, 2024	Clusteringenergy management	CodeCode Available	5
SCBench: A KV Cache-Centric Analysis of Long-Context Methods	Dec 13, 2024	MambaQuantization	CodeCode Available	5
Representing Long Volumetric Video with Temporal Gaussian Hierarchy	Dec 12, 2024	GPU	CodeCode Available	5
SLAM3R: Real-Time Dense Scene Reconstruction from Monocular RGB Videos	Dec 12, 2024	3D Reconstruction	CodeCode Available	5
Arbitrary-steps Image Super-resolution via Diffusion Inversion	Dec 12, 2024	Image Super-ResolutionSuper-Resolution	CodeCode Available	5
Learning Flow Fields in Attention for Controllable Person Image Generation	Dec 11, 2024	AttributeImage Generation	CodeCode Available	5
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations	Dec 10, 2024	AttributeBenchmarking	CodeCode Available	5
EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models	Dec 10, 2024		CodeCode Available	5
Training Large Language Models to Reason in a Continuous Latent Space	Dec 9, 2024	Logical Reasoning	CodeCode Available	5
The BrowserGym Ecosystem for Web Agent Research	Dec 6, 2024	Benchmarking	CodeCode Available	5
DEIM: DETR with Improved Matching for Fast Convergence	Dec 5, 2024	Data AugmentationGPU	CodeCode Available	5
MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos	Dec 5, 2024	Depth Estimation	CodeCode Available	5
MV-Adapter: Multi-view Consistent Image Generation Made Easy	Dec 4, 2024	3D GenerationImage Generation	CodeCode Available	5
Free Process Rewards without Process Labels	Dec 2, 2024	Math	CodeCode Available	5