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 2631–2640 of 474278 papers

Title	Date	Tasks	Status	Hype
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation	Dec 16, 2024	DecoderSemantic Segmentation	CodeCode Available	3
Large Language Models as Tool Makers	May 26, 2023		CodeCode Available	3
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception	Oct 16, 2024	Binary ClassificationChunking	CodeCode Available	3
Deep Generative Models on 3D Representations: A Survey	Oct 27, 2022	3D-Aware Image Synthesis3D Shape Generation	CodeCode Available	3
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce	Apr 15, 2025	Reinforcement Learning (RL)	CodeCode Available	3
ST-MoE: Designing Stable and Transferable Sparse Expert Models	Feb 17, 2022	ARCCommon Sense Reasoning	CodeCode Available	3
Landmark Attention: Random-Access Infinite Context Length for Transformers	May 25, 2023	Retrieval	CodeCode Available	3
Evaluating Hallucinations in Chinese Large Language Models	Oct 5, 2023	HallucinationQuestion Answering	CodeCode Available	3
ViTPose++: Vision Transformer for Generic Body Pose Estimation	Dec 7, 2022	2D Human Pose EstimationAnimal Pose Estimation	CodeCode Available	3
FAN: Fourier Analysis Networks	Oct 3, 2024	Language ModelingLanguage Modelling	CodeCode Available	3

Show:10 25 50

← PrevPage 264 of 47428Next →

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