SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5451–5500 of 661570 papers

TitleStatusHype
PMAx: An Agentic Framework for AI-Driven Process Mining—0
Conditional Rectified Flow-based End-to-End Rapid Seismic Inversion Method—0
Controlled Langevin Dynamics for Sampling of Feedforward Neural Networks Trained with Minibatches—0
Trajectory-Diversity-Driven Robust Vision-and-Language Navigation—0
SFCoT: Safer Chain-of-Thought via Active Safety Evaluation and Calibration—0
Brain-Inspired Graph Multi-Agent Systems for LLM Reasoning—0
SKILLS: Structured Knowledge Injection for LLM-Driven Telecommunications Operations—0
Spectral Rectification for Parameter-Efficient Adaptation of Foundation Models in Colonoscopy Depth Estimation—0
Why AI systems don't learn and what to do about it: Lessons on autonomous learning from cognitive science—0
Efficient Morphology-Control Co-Design via Stackelberg Proximal Policy Optimization—0
Beyond the Covariance Trap: Unlocking Generalization in Same-Subject Knowledge Editing for Large Language Models—0
TrinityGuard: A Unified Framework for Safeguarding Multi-Agent Systems—0
SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia—0
Local Urysohn Width: A Topological Complexity Measure for Classification—0
RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks—0
AnyCrowd: Instance-Isolated Identity-Pose Binding for Arbitrary Multi-Character Animation—0
Amplification Effects in Test-Time Reinforcement Learning: Safety and Reasoning Vulnerabilities—0
MA-VLCM: A Vision Language Critic Model for Value Estimation of Policies in Multi-Agent Team Settings—0
CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents—0
Physics-informed fine-tuning of foundation models for partial differential equations—0
Real-Time Human Frontal View Synthesis from a Single Image—0
Music Genre Classification: A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches—0
Evaluating Time Awareness and Cross-modal Active Perception of Large Models via 4D Escape Room Task—0
Anchor then Polish for Low-light Enhancement—0
TabKD: Tabular Knowledge Distillation through Interaction Diversity of Learned Feature Bins—0
Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis—0
Grokking as a Variance-Limited Phase Transition: Spectral Gating and the Epsilon-Stability Threshold—0
Seeking SOTA: Time-Series Forecasting Must Adopt Taxonomy-Specific Evaluation to Dispel Illusory Gains—0
Not All Invariants Are Equal: Curating Training Data to Accelerate Program Verification with SLMs—0
FreeTalk: Emotional Topology-Free 3D Talking Heads—0
Building Trust in PINNs: Error Estimation through Finite Difference Methods—0
Vib2ECG: A Paired Chest-Lead SCG-ECG Dataset and Benchmark for ECG Reconstruction—0
DOT: Dynamic Knob Selection and Online Sampling for Automated Database Tuning—0
Bridging Local and Global Knowledge: Cascaded Mixture-of-Experts Learning for Near-Shortest Path Routing—0
Kimodo: Scaling Controllable Human Motion Generation—0
Severe Domain Shift in Skeleton-Based Action Recognition:A Study of Uncertainty Failure in Real-World Gym Environments—0
Computational Concept of the Psyche—0
Robust and Computationally Efficient Linear Contextual Bandits under Adversarial Corruption and Heavy-Tailed Noise—0
Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference—0
Tri-Prompting: Video Diffusion with Unified Control over Scene, Subject, and Motion—0
Mechanistic Origin of Moral Indifference in Language Models—0
Can large language models assist choice modelling? Insights into prompting strategies and current models capabilities—0
HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification—1
No More Blind Spots: Learning Vision-Based Omnidirectional Bipedal Locomotion for Challenging Terrain—0
NanoFlux: Adversarial Dual-LLM Evaluation and Distillation For Multi-Domain Reasoning—0
A Dynamic Time Warping-Transfer Learning Approach to Transferring Knowledge in Stress-strain Behaviors from Polymers to Metals: An Affordable and Generalizable Additive Manufacturing Part Qualification Framework—0
Compressed Convolutional Attention: Efficient Attention in a Compressed Latent Space—0
Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain—0
Tail Distribution of Regret in Optimistic Reinforcement Learning—0
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration—0
Show:102550
← PrevPage 110 of 13232Next →