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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2951–3000 of 659983 papers

TitleStatusHype
TALO: Pushing 3D Vision Foundation Models Towards Globally Consistent Online ReconstructionCode0
Meta-Reinforcement Learning with Self-Reflection for Agentic SearchCode0
Rationale Matters: Learning Transferable Rubrics via Proxy-Guided Critique for VLM Reward ModelsCode0
Towards Motion-aware Referring Image SegmentationCode0
UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal ModelsCode0
Procedural Generation of Algorithm Discovery Tasks in Machine LearningCode0
Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated GradientsCode0
Self-Attention And Beyond the Infinite: Towards Linear Transformers with Infinite Self-AttentionCode0
Learning to See and Act: Task-Aware Virtual View Exploration for Robotic Manipulation—1
Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery—4
Complementary Reinforcement Learning—1
Stereo World Model: Camera-Guided Stereo Video Generation—1
Tree Search for LLM Agent Reinforcement Learning—3
Generative Refocusing: Flexible Defocus Control from a Single Image—3
Learning Goal-Oriented Vision-and-Language Navigation with Self-Improving Demonstrations at Scale—1
FoMo X: Modular Explainability Signals for Outlier Detection Foundation Models—0
Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic SegmentationCode0
Between the Layers Lies the Truth: Uncertainty Estimation in LLMs Using Intra-Layer Local Information Scores—0
Scaling Attention via Feature Sparsity—0
Latent Semantic Manifolds in Large Language Models—0
Research on Individual Trait Clustering and Development Pathway Adaptation Based on the K-means Algorithm—0
Sample Transform Cost-Based Training-Free Hallucination Detector for Large Language Models—0
Mitigating Premature Discretization with Progressive Quantization for Robust Vector Tokenization—0
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs—0
Learning Communication Between Heterogeneous Agents in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence—0
Efficient AI-Driven Multi-Section Whole Slide Image Analysis for Biochemical Recurrence Prediction in Prostate Cancer—0
Solomonoff induction—0
Understanding Pruning Regimes in Vision-Language Models Through Domain-Aware Layer Selection—0
Me, Myself, and π : Evaluating and Explaining LLM Introspection—0
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis—0
A General Deep Learning Framework for Wireless Resource Allocation under Discrete Constraints—0
Prompt-tuning with Attribute Guidance for Low-resource Entity Matching—0
Target Concept Tuning Improves Extreme Weather Forecasting—0
An FPGA-Based SoC Architecture with a RISC-V Controller for Energy-Efficient Temporal-Coding Spiking Neural Networks—0
NANOZK: Layerwise Zero-Knowledge Proofs for Verifiable Large Language Model Inference—0
DEAF: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Audio Language Models—0
Auditing the Auditors: Does Community-based Moderation Get It Right?—0
MDM-Prime-v2: Binary Encoding and Index Shuffling Enable Compute-optimal Scaling of Diffusion Language Models—1
TCATSeg: A Tooth Center-Wise Attention Network for 3D Dental Model Semantic Segmentation—0
Beyond Accuracy: Evaluating Forecasting Models by Multi-Echelon Inventory Cost—0
Closed-Loop Action Chunks with Dynamic Corrections for Training-Free Diffusion PolicyCode0
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the WildCode0
LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings—0
Learning the Intrinsic Dimensionality of Fermi-Pasta-Ulam-Tsingou Trajectories: A Nonlinear Approach using a Deep Autoencoder Model—0
Learning through Creation: A Hash-Free Framework for On-the-Fly Category DiscoveryCode0
Who Benchmarks the Benchmarks? A Case Study of LLM Evaluation in Icelandic—0
SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation—3
Noise-Response Calibration: A Causal Intervention Protocol for LLM-Judges—0
Arabic Morphosyntactic Tagging and Dependency Parsing with Large Language Models—0
Cascade-Aware Multi-Agent Routing: Spatio-Temporal Sidecars and Geometry-Switching—0
Show:102550
← PrevPage 60 of 13200Next →