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 4451–4475 of 661570 papers

Title	Date	Tasks	Status	Hype
USB: A Unified Semi-supervised Learning Benchmark for Classification	Aug 12, 2022	General ClassificationGPU	CodeCode Available	3
Investigating Efficiently Extending Transformers for Long Input Summarization	Aug 8, 2022	16kLong-range modeling	CodeCode Available	3
Expanding Language-Image Pretrained Models for General Video Recognition	Aug 4, 2022	Action ClassificationAction Recognition	CodeCode Available	3
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis	Aug 2, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	3
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization	Jul 27, 2022	Hyperparameter OptimizationTransfer Learning	CodeCode Available	3
Learning Bipedal Walking On Planned Footsteps For Humanoid Robots	Jul 26, 2022	Deep Reinforcement LearningMuJoCo	CodeCode Available	3
MAPIE: an open-source library for distribution-free uncertainty quantification	Jul 25, 2022	Conformal PredictionMulti-class Classification	CodeCode Available	3
Vision Transformers: From Semantic Segmentation to Dense Prediction	Jul 19, 2022	image-classificationImage Classification	CodeCode Available	3
Accurate clinical and biomedical Named entity recognition at scale	Jul 19, 2022	Clinical Concept ExtractionDe-identification	CodeCode Available	3
e3nn: Euclidean Neural Networks	Jul 18, 2022		CodeCode Available	3
Greykite: Deploying Flexible Forecasting at Scale at LinkedIn	Jul 15, 2022	Anomaly DetectionTime Series	CodeCode Available	3
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model	Jul 14, 2022	2D Human Pose Estimation2D Object Detection	CodeCode Available	3
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech	Jul 13, 2022	DenoisingGPU	CodeCode Available	3
TF-GNN: Graph Neural Networks in TensorFlow	Jul 7, 2022	Graph LearningGraph Sampling	CodeCode Available	3
Zero-shot Entity Linking with Less Data	Jul 1, 2022	Entity LinkingMulti-Task Learning	CodeCode Available	3
Proteus: A Self-Designing Range Filter	Jun 30, 2022		CodeCode Available	3
BoT-SORT: Robust Associations Multi-Pedestrian Tracking	Jun 29, 2022	Multi-Object TrackingObject	CodeCode Available	3
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos	Jun 23, 2022	Imitation LearningMinecraft	CodeCode Available	3
ADBench: Anomaly Detection Benchmark	Jun 19, 2022	Anomaly DetectionOutlier Detection	CodeCode Available	3
Plotly-Resampler: Effective Visual Analytics for Large Time Series	Jun 17, 2022	Data VisualizationTime Series	CodeCode Available	3
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields	Jun 15, 2022	Computational chemistry	CodeCode Available	3
BigVGAN: A Universal Neural Vocoder with Large-Scale Training	Jun 9, 2022	Audio GenerationAudio Synthesis	CodeCode Available	3
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies	Jun 9, 2022	3D Classification3D Part Segmentation	CodeCode Available	3
DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning	Jun 7, 2022	AutoMLBIG-bench Machine Learning	CodeCode Available	3
Separable Self-attention for Mobile Vision Transformers	Jun 6, 2022	Image ClassificationObject Detection	CodeCode Available	3