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 3971–3980 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
Training Verifiers to Solve Math Word Problems	Oct 27, 2021	GSM8KMath	CodeCode Available	3	5
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline	Nov 19, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	3	5
Generating Long Sequences with Sparse Transformers	Apr 23, 2019	DiversityImage Generation	CodeCode Available	3	5
Towards Generalizable Tumor Synthesis	Feb 29, 2024	Computed Tomography (CT)	CodeCode Available	3	5
Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning	Apr 15, 2025	Automated Theorem ProvingLarge Language Model	CodeCode Available	3	5
Pipeline Parallelism with Controllable Memory	May 24, 2024		CodeCode Available	3	5
SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline	May 25, 2025	Speech ExtractionSpeech Separation	CodeCode Available	3	5
L0: Reinforcement Learning to Become General Agents	Jun 30, 2025	Question Answeringreinforcement-learning	CodeCode Available	3	5
MMAD: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection	Oct 12, 2024	Anomaly Detection	CodeCode Available	3	5
ASFT: Aligned Supervised Fine-Tuning through Absolute Likelihood	Sep 14, 2024	Instruction FollowingText Generation	CodeCode Available	3	5

Show:10 25 50

← PrevPage 398 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