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 531–540 of 177339 papers

Title	Date	Tasks	Status	Hype	Score
xLSTM: Extended Long Short-Term Memory	May 7, 2024	Language ModelingLanguage Modelling	CodeCode Available	7	5
Full Scaling Automation for Sustainable Development of Green Data Centers	May 1, 2023	Cloud ComputingCPU	CodeCode Available	7	5
LLaMA: Open and Efficient Foundation Language Models	Feb 27, 2023	Arithmetic ReasoningCode Generation	CodeCode Available	7	5
Direct Preference Optimization: Your Language Model is Secretly a Reward Model	May 29, 2023	Language ModelingLanguage Modelling	CodeCode Available	6	5
Vision Transformers Need Registers	Sep 28, 2023	Object DiscoverySelf-Supervised Image Classification	CodeCode Available	6	5
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting	Oct 10, 2023	Time SeriesTime Series Forecasting	CodeCode Available	6	5
L-Eval: Instituting Standardized Evaluation for Long Context Language Models	Jul 20, 2023	Instruction Following	CodeCode Available	6	5
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone	Oct 30, 2023	Disentanglement	CodeCode Available	6	5
RWKV: Reinventing RNNs for the Transformer Era	May 22, 2023	Computational EfficiencyNatural Language Inference	CodeCode Available	6	5
A Watermark for Large Language Models	Jan 24, 2023	Language ModelingLanguage Modelling	CodeCode Available	6	5

Show:10 25 50

← PrevPage 54 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