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 1871–1880 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
SegGPT: Segmenting Everything In Context	Apr 6, 2023	Few-Shot Semantic SegmentationIn-Context Learning	CodeCode Available	4	5
TinyLLaVA: A Framework of Small-scale Large Multimodal Models	Feb 22, 2024	Visual Question Answering	CodeCode Available	4	5
Building reliable sim driving agents by scaling self-play	Feb 20, 2025	Autonomous VehiclesBenchmarking	CodeCode Available	4	5
Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts	Mar 13, 2024	Image AnimationImage to Video Generation	CodeCode Available	4	5
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN	May 27, 2022	Image ClassificationInstance Segmentation	CodeCode Available	4	5
SkyReels-A2: Compose Anything in Video Diffusion Transformers	Apr 3, 2025	Human-Domain Subject-to-VideoOpen-Domain Subject-to-Video	CodeCode Available	4	5
Croissant: A Metadata Format for ML-Ready Datasets	Mar 28, 2024	FrictionManagement	CodeCode Available	4	5
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning	Feb 28, 2025	Information Retrievalreinforcement-learning	CodeCode Available	4	5
LLMMapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources	Apr 8, 2025	ArticlesForm	CodeCode Available	4	5
KISS-Matcher: Fast and Robust Point Cloud Registration Revisited	Sep 23, 2024	Point Cloud Registration	CodeCode Available	4	5

Show:10 25 50

← PrevPage 188 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