SOTAVerified

The Open Verification Layer for ML Research

Community benchmark tracking and reproducibility verification. Built for researchers and autonomous research agents.

510,095 papers251,776 code links4,818 tasks

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 177341 papers

TitleStatusHype
Simple and Scalable Predictive Uncertainty Estimation using Deep EnsemblesVerified2
Energy-Based Transformers are Scalable Learners and ThinkersVerified5
Training independent subnetworks for robust predictionVerified1
Deep Ensembles: A Loss Landscape PerspectiveVerified1
Universal Reasoning ModelVerified1
Less is More: Recursive Reasoning with Tiny NetworksVerified1
OpenHands: An Open Platform for AI Software Developers as Generalist AgentsCode16
YOLOv9: Learning What You Want to Learn Using Programmable Gradient InformationCode16
MinerU: An Open-Source Solution for Precise Document Content ExtractionCode16
Docling Technical ReportCode16
Show:102550
← PrevPage 1 of 17735Next →