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

Showing 70517075 of 474278 papers

TitleStatusHype
Fidelity-Aware Recommendation Explanations via Stochastic Path IntegrationCode0
MVS-TTA: Test-Time Adaptation for Multi-View Stereo via Meta-Auxiliary LearningCode0
Accelerating Time Series Foundation Models with Speculative DecodingCode0
Signal: Selective Interaction and Global-local Alignment for Multi-Modal Object Re-IdentificationCode0
Extracting Interaction-Aware Monosemantic Concepts in Recommender SystemsCode0
RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language ModelsCode0
A Benchmark for Procedural Memory Retrieval in Language AgentsCode0
Polarity-Aware Probing for Quantifying Latent Alignment in Language ModelsCode0
Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference MismatchCode0
One Small Step in Latent, One Giant Leap for Pixels: Fast Latent Upscale Adapter for Your Diffusion Models0
Interpretable and Testable Vision Features via Sparse Autoencoders0
Planning with Sketch-Guided Verification for Physics-Aware Video Generation0
Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models0
Target-Bench: Can World Models Achieve Mapless Path Planning with Semantic Targets?0
Response Attack: Exploiting Contextual Priming to Jailbreak Large Language ModelsCode0
Lung-DDPM+: Efficient Thoracic CT Image Synthesis using Diffusion Probabilistic ModelCode0
Pillar-0: A New Frontier for Radiology Foundation Models0
Comprehensive Evaluation of Prototype Neural NetworksCode0
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support SystemsCode0
Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs ReasoningCode0
QuantFace: Efficient Quantization for Face RestorationCode0
Open-Set Domain Generalization through Spectral-Spatial Uncertainty Disentanglement for Hyperspectral Image ClassificationCode0
Composed Object Retrieval: Object-level Retrieval via Composed ExpressionsCode0
Topology Aware Neural Interpolation of Scalar FieldsCode0
DocSLM: A Small Vision-Language Model for Long Multimodal Document UnderstandingCode0
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