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 8301–8325 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models	Apr 17, 2021	Argument RetrievalBenchmarking	CodeCode Available	2	5
Rethinking LayerNorm in Image Restoration Transformers	Apr 9, 2025	Image Restoration	CodeCode Available	2	5
On Aliased Resizing and Surprising Subtleties in GAN Evaluation	Apr 22, 2021	Image Generation	CodeCode Available	2	5
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism	May 6, 2021	Generative Adversarial NetworkSinging Voice Synthesis	CodeCode Available	2	5
High-performance symbolic-numerics via multiple dispatch	May 9, 2021	CPUVocal Bursts Intensity Prediction	CodeCode Available	2	5
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation	May 22, 2024	InformativenessLanguage Modeling	CodeCode Available	2	5
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction	May 20, 2021	RelationRelation Extraction	CodeCode Available	2	5
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks	May 25, 2021	BIG-bench Machine LearningCode Classification	CodeCode Available	2	5
LaVy: Vietnamese Multimodal Large Language Model	Apr 11, 2024	Language ModelingLanguage Modelling	CodeCode Available	2	5
YOLO5Face: Why Reinventing a Face Detector	May 27, 2021	Face Detectionobject-detection	CodeCode Available	2	5
Efficient and Accurate Gradients for Neural SDEs	May 27, 2021		CodeCode Available	2	5
Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning	Jun 4, 2021	counterfactualDeep Reinforcement Learning	CodeCode Available	2	5
Scalable Video Object Segmentation with Identification Mechanism	Mar 22, 2022	ObjectSegmentation	CodeCode Available	2	5
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities	Jul 29, 2024	Contrastive LearningDeepFake Detection	CodeCode Available	2	5
Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs	Jun 11, 2021	Node Classification	CodeCode Available	2	5
Graph Neural Networks for Natural Language Processing: A Survey	Jun 10, 2021	Decodergraph construction	CodeCode Available	2	5
LumiGauss: Relightable Gaussian Splatting in the Wild	Aug 6, 2024	3D ReconstructionNeRF	CodeCode Available	2	5
A Supervised Learning Approach to Rankability	Mar 14, 2022		CodeCode Available	2	5
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images	Jun 23, 2021	Autonomous DrivingDecision Making	CodeCode Available	2	5
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting	Jun 24, 2021	Time SeriesTime Series Analysis	CodeCode Available	2	5
FLAME: Learning to Navigate with Multimodal LLM in Urban Environments	Aug 20, 2024	NavigateVision and Language Navigation	CodeCode Available	2	5
Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning	Sep 2, 2024	parameter-efficient fine-tuning	CodeCode Available	2	5
EduNLP: Towards a Unified and Modularized Library for Educational Resources	Jun 3, 2024		CodeCode Available	2	5
Conditional GANs with Auxiliary Discriminative Classifier	Jul 21, 2021	Conditional Image GenerationDiversity	CodeCode Available	2	5
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits	Jul 22, 2021		CodeCode Available	2	5