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 14851–14900 of 474278 papers

TitleStatusHype
AgenticRed: Optimizing Agentic Systems for Automated Red-teaming—1
MuSLR: Multimodal Symbolic Logical Reasoning—1
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty—1
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts—1
Do Reasoning Models Enhance Embedding Models?—1
Failing to Explore: Language Models on Interactive Tasks—1
Epistemic Diversity and Knowledge Collapse in Large Language Models—1
Gabliteration: Adaptive Multi-Directional Neural Weight Modification for Selective Behavioral Alteration in Large Language Models—1
Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space—1
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers—1
Optimal Scaling Needs Optimal Norm—1
SingMOS-Pro: An Comprehensive Benchmark for Singing Quality Assessment—1
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning—1
CooperBench: Why Coding Agents Cannot be Your Teammates Yet—1
TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models—1
SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios—1
Multimodal Evaluation of Russian-language Architectures—1
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR—1
One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment—1
Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models—1
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation—1
Flow-based Extremal Mathematical Structure Discovery—1
UPLiFT: Efficient Pixel-Dense Feature Upsampling with Local Attenders—1
TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors—1
OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG—1
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods—1
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning—1
FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-Language Navigation—1
Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts—1
Memory-V2V: Augmenting Video-to-Video Diffusion Models with Memory—1
Can Language Models Discover Scaling Laws?—1
DSGym: A Holistic Framework for Evaluating and Training Data Science Agents—1
A Mechanistic View on Video Generation as World Models: State and Dynamics—1
Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers?—1
From Charts to Code: A Hierarchical Benchmark for Multimodal Models—1
Universal Reasoning ModelVerified1
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
Tri-Learn Graph Fusion Network for Attributed Graph ClusteringCode1
FLEXITOKENS: Flexible Tokenization for Evolving Language ModelsCode1
Describe Anything Model for Visual Question Answering on Text-rich ImagesCode1
Mitigating Object Hallucinations via Sentence-Level Early InterventionCode1
InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofingCode1
MonoMVSNet: Monocular Priors Guided Multi-View Stereo NetworkCode1
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin ToneCode1
AdaMuon: Adaptive Muon OptimizerCode1
Learning to Tune Like an Expert: Interpretable and Scene-Aware Navigation via MLLM Reasoning and CVAE-Based AdaptationCode1
Relative Entropy Pathwise Policy OptimizationCode1
Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?Code1
MMOne: Representing Multiple Modalities in One SceneCode1
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New BenchmarksCode1
Show:102550
← PrevPage 298 of 9486Next →