SOTAVerified

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

Showing 95269550 of 474278 papers

TitleStatusHype
Modeling Others' Minds as Code0
CharGen: Fast and Fluent Portrait Modification0
Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress MonitoringCode0
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation0
Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution0
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark0
Comprehensive Benchmarking of YOLOv11 Architectures for Scalable and Granular Peripheral Blood Cell DetectionCode0
Evaluating Foundation Models with Pathological Concept Learning for Kidney CancerCode0
Triangle Splatting+: Differentiable Rendering with Opaque Triangles0
When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training0
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards0
IPBench: Benchmarking the Knowledge of Large Language Models in Intellectual Property0
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts0
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models0
FuseCodec: Semantic-Contextual Fusion and Supervision for Neural CodecsCode0
SCI-Verifier: Scientific Verifier with Thinking0
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A SurveyCode0
Reinforcement Mid-Training0
VTPerception-R1: Enhancing Multimodal Reasoning via Explicit Visual and Textual Perceptual GroundingCode0
LOVE-R1: Advancing Long Video Understanding with an Adaptive Zoom-in Mechanism via Multi-Step Reasoning0
ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation0
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing0
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion ModelsCode0
UniLat3D: Geometry-Appearance Unified Latents for Single-Stage 3D Generation0
MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification0
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