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 551–560 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
H2O Open Ecosystem for State-of-the-art Large Language Models	Oct 17, 2023		CodeCode Available	6	5
Towards Robust Blind Face Restoration with Codebook Lookup Transformer	Jun 22, 2022	Blind Face RestorationPrediction	CodeCode Available	6	5
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling	Apr 3, 2023	Common Sense ReasoningCoreference Resolution	CodeCode Available	6	5
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning	Jul 17, 2023	GPULanguage Modeling	CodeCode Available	6	5
Generative Agents: Interactive Simulacra of Human Behavior	Apr 7, 2023	Language ModellingLarge Language Model	CodeCode Available	6	5
SqueezeLLM: Dense-and-Sparse Quantization	Jun 13, 2023	GPUQuantization	CodeCode Available	6	5
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model	Nov 15, 2022	AllDisentanglement	CodeCode Available	6	5
Dynamic Datasets and Market Environments for Financial Reinforcement Learning	Apr 25, 2023	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	6	5
SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation	Nov 22, 2022	Image AnimationTalking Head Generation	CodeCode Available	6	5
Efficient Memory Management for Large Language Model Serving with PagedAttention	Sep 12, 2023	Language ModelingLanguage Modelling	CodeCode Available	6	5

Show:10 25 50

← PrevPage 56 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