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.

661,570 papers248,326 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1351–1360 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
miniCTX: Neural Theorem Proving with (Long-)Contexts	Aug 5, 2024	Automated Theorem Proving	CodeCode Available	4	5
How is ChatGPT's behavior changing over time?	Jul 18, 2023	Code GenerationLanguage Modelling	CodeCode Available	4	5
Deep Patch Visual SLAM	Aug 3, 2024	GPUVisual Odometry	CodeCode Available	4	5
Towards Automated Circuit Discovery for Mechanistic Interpretability	Apr 28, 2023		CodeCode Available	4	5
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning	May 17, 2025	2D Object DetectionObject Counting	CodeCode Available	4	5
TigerBot: An Open Multilingual Multitask LLM	Dec 14, 2023		CodeCode Available	4	5
PLAID: An Efficient Engine for Late Interaction Retrieval	May 19, 2022	CPUGPU	CodeCode Available	4	5
Knowledge Fusion of Large Language Models	Jan 19, 2024	Code GenerationCommon Sense Reasoning	CodeCode Available	4	5
TALENT: A Tabular Analytics and Learning Toolbox	Jul 4, 2024		CodeCode Available	4	5
Osprey: Pixel Understanding with Visual Instruction Tuning	Dec 15, 2023	Language Modelling	CodeCode Available	4	5

Show:10 25 50

← PrevPage 136 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