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

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Showing 5551–5600 of 661570 papers

TitleStatusHype
xVerify: Efficient Answer Verifier for Reasoning Model EvaluationsCode2
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement LearningCode2
FLOWR: Flow Matching for Structure-Aware De Novo, Interaction- and Fragment-Based Ligand GenerationCode2
Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge ModelsCode2
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World UsersCode2
NaviDiffusor: Cost-Guided Diffusion Model for Visual NavigationCode2
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-IdentificationCode2
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language ModelsCode2
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative ReasoningCode2
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal UnderstandingCode2
OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape GenerationCode2
Software package for simulations using the coarse-grained CALVADOS modelCode2
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single TransformerCode2
ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language modelCode2
Leveraging Reasoning Model Answers to Enhance Non-Reasoning Model CapabilityCode2
TinyLLaVA-Video-R1: Towards Smaller LMMs for Video ReasoningCode2
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented GenerationCode2
Vision-Language Model for Object Detection and Segmentation: A Review and EvaluationCode2
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large ImagesCode2
SegEarth-R1: Geospatial Pixel Reasoning via Large Language ModelCode2
Learning Occlusion-Robust Vision Transformers for Real-Time UAV TrackingCode2
BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via Adaptive Block-Based Gaussian SplattingCode2
Flux Already Knows -- Activating Subject-Driven Image Generation without TrainingCode2
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and FutureCode2
TorchFX: A modern approach to Audio DSP with PyTorch and GPU accelerationCode2
RealCam-Vid: High-resolution Video Dataset with Dynamic Scenes and Metric-scale Camera MovementsCode2
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced ReasoningCode2
DataMap: A Portable Application for Visualizing High-Dimensional DataCode2
self-prompting analogical reasoning for uav object detectionCode2
PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language ModelsCode2
SpecReason: Fast and Accurate Inference-Time Compute via Speculative ReasoningCode2
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language ModelsCode2
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement LearningCode2
P2Object: Single Point Supervised Object Detection and Instance SegmentationCode2
GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video SegmentationCode2
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language ModelsCode2
MM-IFEngine: Towards Multimodal Instruction FollowingCode2
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible CorporaCode2
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank AdaptationCode2
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-ImprovementCode2
Compositional Flows for 3D Molecule and Synthesis Pathway Co-designCode2
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
OmniCaptioner: One Captioner to Rule Them AllCode2
AssistanceZero: Scalably Solving Assistance GamesCode2
ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating UtilitiesCode2
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object DetectionCode2
Objaverse++: Curated 3D Object Dataset with Quality AnnotationsCode2
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction FeaturesCode2
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language ModelingCode2
Rethinking LayerNorm in Image Restoration TransformersCode2
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