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 14651–14700 of 474278 papers

TitleStatusHype
MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier—1
ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors—1
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?—1
The Geometry of Reasoning: Flowing Logics in Representation Space—1
RubricBench: Aligning Model-Generated Rubrics with Human Standards—1
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward—1
DREAM: Where Visual Understanding Meets Text-to-Image Generation—1
NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing—1
Map the Flow: Revealing Hidden Pathways of Information in VideoLLMs—1
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models—1
Next Embedding Prediction Makes World Models Stronger—1
Chain of World: World Model Thinking in Latent Motion—1
UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?—1
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning—1
LLM Probability Concentration: How Alignment Shrinks the Generative Horizon—1
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos—1
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios—1
ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering—1
Steering Evaluation-Aware Language Models to Act Like They Are Deployed—1
OpenAutoNLU: Open Source AutoML Library for NLU—1
CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization—1
Reasoning Core: A Scalable Procedural Data Generation Suite for Symbolic Pre-training and Post-Training—1
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training—1
Tracking Capabilities for Safer Agents—1
Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos—1
AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models—1
Next Visual Granularity Generation—1
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning—1
AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition—1
AgentOCR: Reimagining Agent History via Optical Self-Compression—1
SleepLM: Natural-Language Intelligence for Human Sleep—1
OSF: On Pre-training and Scaling of Sleep Foundation Models—1
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale—1
QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models—1
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks—1
MediX-R1: Open Ended Medical Reinforcement Learning—1
General Agent Evaluation—1
SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation—1
TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering—1
Imagination Helps Visual Reasoning, But Not Yet in Latent Space—1
Large Multimodal Models as General In-Context Classifiers—1
Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation?—1
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL—1
V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval—1
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark—1
Enhancing Multi-Image Understanding through Delimiter Token Scaling—1
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration—1
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets—1
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs—1
Revisiting Text Ranking in Deep Research—1
Show:102550
← PrevPage 294 of 9486Next →