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 4501–4525 of 661570 papers

Title	Date	Tasks	Status	Hype
Sintel: A Machine Learning Framework to Extract Insights from Signals	Apr 19, 2022	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	3
SymForce: Symbolic Computation and Code Generation for Robotics	Apr 17, 2022	Code GenerationMath	CodeCode Available	3
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks	Apr 16, 2022	BenchmarkingInstruction Following	CodeCode Available	3
MiniViT: Compressing Vision Transformers with Weight Multiplexing	Apr 14, 2022	DiversityImage Classification	CodeCode Available	3
Hierarchical Text-Conditional Image Generation with CLIP Latents	Apr 13, 2022	Conditional Image GenerationDecoder	CodeCode Available	3
VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration	Apr 12, 2022	Speech DenoisingSpeech Enhancement	CodeCode Available	3
Towards An End-to-End Framework for Flow-Guided Video Inpainting	Apr 6, 2022	HallucinationOptical Flow Estimation	CodeCode Available	3
MaxViT: Multi-Axis Vision Transformer	Apr 4, 2022	image-classificationImage Classification	CodeCode Available	3
Learnable latent embeddings for joint behavioral and neural analysis	Apr 1, 2022		CodeCode Available	3
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation	Apr 1, 2022	Brain Tumor SegmentationImage Segmentation	CodeCode Available	3
BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection	Mar 31, 2022	3D Object Detectionobject-detection	CodeCode Available	3
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation	Mar 29, 2022	Contrastive LearningSegmentation	CodeCode Available	3
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking	Mar 27, 2022	CPUMulti-Object Tracking	CodeCode Available	3
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation	Mar 24, 2022	3D Object Detection6D Pose Estimation using RGB	CodeCode Available	3
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer	Mar 24, 2022	Style TransferTransfer Learning	CodeCode Available	3
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training	Mar 23, 2022	4kAction Classification	CodeCode Available	3
NeuMan: Neural Human Radiance Field from a Single Video	Mar 23, 2022	NeRF	CodeCode Available	3
Visual Prompt Tuning	Mar 23, 2022	Image ClassificationLong-tail Learning	CodeCode Available	3
Inferring Articulated Rigid Body Dynamics from RGBD Video	Mar 20, 2022	Contact mechanicsInverse Rendering	CodeCode Available	3
Half-Inverse Gradients for Physical Deep Learning	Mar 18, 2022	Deep Learning	CodeCode Available	3
Pushing the limits of raw waveform speaker recognition	Mar 16, 2022	Self-Supervised LearningSpeaker Recognition	CodeCode Available	3
Image Quality Assessment for Magnetic Resonance Imaging	Mar 15, 2022	DenoisingImage Enhancement	CodeCode Available	3
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models	Mar 14, 2022	Text Classification	CodeCode Available	3
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs	Mar 14, 2022	BenchmarkingGraph Embedding	CodeCode Available	3
Don't fear the unlabelled: safe semi-supervised learning via simple debiasing	Mar 14, 2022	Learning TheoryPseudo Label	CodeCode Available	3