SOTAVerified

The Open Verification Layer for ML Research

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

659,983 papers248,104 code links4,818 tasks

Papers

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Showing 676–700 of 659983 papers

TitleStatusHype
LeVo: High-Quality Song Generation with Multi-Preference AlignmentCode5
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation ModelsCode5
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and MaintenanceCode5
Trajectory Prediction Meets Large Language Models: A SurveyCode5
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-TuningCode5
OmniV2V: Versatile Video Generation and Editing via Dynamic Content ManipulationCode5
EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent CollaborationCode5
R-KV: Redundancy-aware KV Cache Compression for Training-Free Reasoning Models AccelerationCode5
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable RewardsCode5
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language ModelsCode5
Darwin Godel Machine: Open-Ended Evolution of Self-Improving AgentsCode5
Autoformalization in the Era of Large Language Models: A SurveyCode5
rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified DatasetCode5
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data RefinementCode5
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language ModelsCode5
BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting ModelsCode5
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse AttentionCode5
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to VerificationCode5
SoftHGNN: Soft Hypergraph Neural Networks for General Visual RecognitionCode5
Benchmarking the Myopic Trap: Positional Bias in Information RetrievalCode5
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement LearningCode5
Meta-World+: An Improved, Standardized, RL BenchmarkCode5
Group-in-Group Policy Optimization for LLM Agent TrainingCode5
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and DatasetCode5
DanceGRPO: Unleashing GRPO on Visual GenerationCode5
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