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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 474278 papers

TitleStatusHype
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences—0
Benchmarking Multi-View BEV Object Detection with Mixed Pinhole and Fisheye Cameras—0
Spatial Orthogonal Refinement for Robust RGB-Event Visual Object Tracking—0
Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch—0
BCMDA: Bidirectional Correlation Maps Domain Adaptation for Mixed Domain Semi-Supervised Medical Image Segmentation—0
SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering—0
SPROUT: A Scalable Diffusion Foundation Model for Agricultural Vision—0
OmniColor: A Unified Framework for Multi-modal Lineart Colorization—0
LongCat-Next: Lexicalizing Modalities as Discrete Tokens—0
FlowRL: A Taxonomy and Modular Framework for Reinforcement Learning with Diffusion Policies—0
Emergent Social Intelligence Risks in Generative Multi-Agent Systems—0
Dual-Path Learning based on Frequency Structural Decoupling and Regional-Aware Fusion for Low-Light Image Super-Resolution—0
EpochX: Building the Infrastructure for an Emergent Agent Civilization—0
HMPDM: A Diffusion Model for Driving Video Prediction with Historical Motion Priors—0
Decompose, Mix, Adapt: A Unified Framework for Parameter-Efficient Neural Network Recombination and Compression—0
Diagnosing Non-Markovian Observations in Reinforcement Learning via Prediction-Based Violation Scoring—0
Inference-Time Structural Reasoning for Compositional Vision-Language Understanding—0
NimbusGS: Unified 3D Scene Reconstruction under Hybrid Weather—0
TrackMAE: Video Representation Learning via Track Mask and Predict—0
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models—0
Text Data Integration—0
Structural Graph Probing of Vision-Language Models—0
LightCtrl: Training-free Controllable Video Relighting—0
Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision—0
Communicating about Space: Language-Mediated Spatial Integration Across Partial Views—0
Understanding and Mitigating Hallucinations in Multimodal Chain-of-Thought Models—0
VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation—0
RailVQA: A Benchmark and Framework for Efficient Interpretable Visual Cognition in Automatic Train Operation—0
DiffSoup: Direct Differentiable Rasterization of Triangle Soup for Extreme Radiance Field Simplification—0
DRUM: Diffusion-based Raydrop-aware Unpaired Mapping for Sim2Real LiDAR Segmentation—0
FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants—0
Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays—0
Provably Contractive and High-Quality Denoisers for Convergent Restoration—0
Consistency Beyond Contrast: Enhancing Open-Vocabulary Object Detection Robustness via Contextual Consistency Learning—0
DUGAE: Unified Geometry and Attribute Enhancement via Spatiotemporal Correlations for G-PCC Compressed Dynamic Point Clouds—0
Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks—0
Reflect to Inform: Boosting Multimodal Reasoning via Information-Gain-Driven Verification—0
Conditional Diffusion for 3D CT Volume Reconstruction from 2D X-rays—0
Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones—0
From Synthetic Data to Real Restorations: Diffusion Model for Patient-specific Dental Crown Completion—0
Zero-Shot Depth from Defocus—0
Dual-branch Graph Domain Adaptation for Cross-scenario Multi-modal Emotion Recognition—0
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection—0
TTE-CAM: Built-in Class Activation Maps for Test-Time Explainability in Pretrained Black-Box CNNs—0
A Provable Energy-Guided Test-Time Defense Boosting Adversarial Robustness of Large Vision-Language Models—0
GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection—0
TAPS: Task Aware Proposal Distributions for Speculative Sampling—0
MOOZY: A Patient-First Foundation Model for Computational Pathology—0
mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT—0
A Human-Inspired Decoupled Architecture for Efficient Audio Representation Learning—0
Show:102550
← PrevPage 2 of 9486Next →