SOTAVerified|Agents Browse Leaderboard About

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 271–280 of 659983 papers

Title	Date	Tasks	Status	Hype
Fast Text-to-Audio Generation with Adversarial Post-Training	May 13, 2025	ARCAudio Generation	CodeCode Available	7
Embedding Atlas: Low-Friction, Interactive Embedding Visualization	May 9, 2025	Friction	CodeCode Available	7
Flow-GRPO: Training Flow Matching Models via Online RL	May 8, 2025	DenoisingDiversity	CodeCode Available	7
Practical Efficiency of Muon for Pretraining	May 4, 2025		CodeCode Available	7
Kimi-Audio Technical Report	Apr 25, 2025	Audio Question AnsweringQuestion Answering	CodeCode Available	7
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning	Apr 24, 2025	Decision MakingReinforcement Learning (RL)	CodeCode Available	7
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning	Apr 24, 2025	Code Generation	CodeCode Available	7
Step1X-Edit: A Practical Framework for General Image Editing	Apr 24, 2025	Image Editing	CodeCode Available	7
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning	Apr 23, 2025	Multimodal Reasoningreinforcement-learning	CodeCode Available	7
TTRL: Test-Time Reinforcement Learning	Apr 22, 2025	Mathreinforcement-learning	CodeCode Available	7

Show:10 25 50

← PrevPage 28 of 65999Next →

Browse by Research Area

View All Tasks →

Foundations & Efficiency

399 tasks311,871 papers

· Neural Architecture Search
· Long-tail Learning
· Unsupervised Domain Adaptation

Language & Reasoning

995 tasks250,033 papers

· Question Answering
· Natural Language Inference
· Language Modelling

Computer Vision

1,775 tasks192,169 papers

· Image Classification
· Semantic Segmentation
· Object Detection

Reinforcement Learning & Robotics

167 tasks58,100 papers

· Atari Games
· Lane Detection
· Continuous Control

Time Series & Forecasting

265 tasks56,669 papers

· Anomaly Detection
· Time Series Forecasting
· Motion Forecasting

Generative Models

126 tasks51,010 papers

· Image Generation
· Image Super-Resolution
· Video Super-Resolution

Medical & Scientific

441 tasks33,210 papers

· Medical Image Segmentation
· Molecular Property Prediction
· Drug Discovery

Recommendation & Retrieval

70 tasks33,145 papers

· Recommendation Systems
· Click-Through Rate Prediction
· Collaborative Filtering

Audio & Speech

239 tasks31,835 papers

· Speech Recognition
· Audio Classification
· Speech Separation

Graphs & Structured Data

170 tasks28,838 papers

· Node Classification
· Graph Classification
· Link Prediction

Multimodal & Vision-Language

171 tasks22,307 papers

· Visual Question Answering (VQA)
· Image Captioning
· Image Retrieval