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 721–730 of 659983 papers

Title	Date	Tasks	Status	Hype
UniDepth: Universal Monocular Metric Depth Estimation	Mar 27, 2024	Depth EstimationMonocular Depth Estimation	CodeCode Available	5
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey	Aug 23, 2024	Image SegmentationSegmentation	CodeCode Available	5
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance	Jun 4, 2025	BenchmarkingScheduling	CodeCode Available	5
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ	May 24, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
Noisereduce: Domain General Noise Reduction for Time Series Signals	Dec 19, 2024	Time Series	CodeCode Available	5
Evaluating Real-World Robot Manipulation Policies in Simulation	May 9, 2024	Robotic GraspingRobot Manipulation	CodeCode Available	5
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model	Apr 28, 2023	Instruction Followingmodel	CodeCode Available	5
Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments	Jan 10, 2023	GPUImitation Learning	CodeCode Available	5
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models	May 30, 2025	Reinforcement Learning (RL)	CodeCode Available	5
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct	Aug 18, 2023	Arithmetic ReasoningGSM8K	CodeCode Available	5

Show:10 25 50

← PrevPage 73 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