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.

661,570 papers248,326 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1351–1360 of 661570 papers

Title	Date	Tasks	Status	Hype
Dive into Deep Learning	Jun 21, 2021	Deep LearningMath	CodeCode Available	4
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem	Nov 25, 2020	reinforcement-learningReinforcement Learning	CodeCode Available	4
Kolmogorov-Arnold Transformer	Sep 16, 2024	Image Classification	CodeCode Available	4
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery	Jun 16, 2024	scientific discoverySurvey	CodeCode Available	4
Sonata: Self-Supervised Learning of Reliable Point Representations	Mar 20, 2025	3D Semantic SegmentationSelf-Supervised Learning	CodeCode Available	4
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models	Feb 27, 2024	MarketingVideo Generation	CodeCode Available	4
fastai: A Layered API for Deep Learning	Feb 11, 2020	Deep LearningGPU	CodeCode Available	4
Learning Important Features Through Propagating Activation Differences	Apr 10, 2017	Interpretable Machine Learning	CodeCode Available	4
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents	Jun 13, 2025	Information RetrievalRetrieval	CodeCode Available	4
Orion-14B: Open-source Multilingual Large Language Models	Jan 20, 2024	Scheduling	CodeCode Available	4

Show:10 25 50

← PrevPage 136 of 66157Next →

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