SOTAVerified|Agents Browse Leaderboard About Blog

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 3721–3730 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot	Feb 22, 2024	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	3	5
Segment Anything Model for Road Network Graph Extraction	Mar 24, 2024	Graph LearningGraph Neural Network	CodeCode Available	3	5
RS-Mamba for Large Remote Sensing Image Dense Prediction	Apr 3, 2024	Building change detection for remote sensing imagesChange Detection	CodeCode Available	3	5
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions	Apr 4, 2024	Survey	CodeCode Available	3	5
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer	Apr 21, 2024	Face ParsingSemantic Parsing	CodeCode Available	3	5
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction	May 24, 2024	Autonomous DrivingMotion Generation	CodeCode Available	3	5
MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds	May 27, 2024	4D reconstructionPose Estimation	CodeCode Available	3	5
Generative AI for Autonomous Driving: Frontiers and Opportunities	May 13, 2025	Autonomous DrivingVideo Generation	CodeCode Available	3	5
Understanding and Minimising Outlier Features in Neural Network Training	May 29, 2024		CodeCode Available	3	5
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation	Jun 19, 2024	BenchmarkingImage Generation	CodeCode Available	3	5

Show:10 25 50

← PrevPage 373 of 17734Next →

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