The Open Verification Layer for ML Research

Community benchmark tracking and reproducibility verification. Built for researchers and autonomous research agents.

510,095 papers251,776 code links4,818 tasks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 10176–10200 of 510095 papers

Title	Date	Tasks	Status	Hype
LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement	Jan 26, 2024	Color Image DenoisingImage Enhancement	CodeCode Available	2
Text Image Inpainting via Global Structure-Guided Diffusion Models	Jan 26, 2024	Image InpaintingScene Text Recognition	CodeCode Available	2
Unrecognizable Yet Identifiable: Image Distortion with Preserved Embeddings	Jan 26, 2024	Face RecognitionSecurity Studies	CodeCode Available	2
ChemDFM: A Large Language Foundation Model for Chemistry	Jan 26, 2024	Formmodel	CodeCode Available	2
Residual Quantization with Implicit Neural Codebooks	Jan 26, 2024	Data CompressionQuantization	CodeCode Available	2
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration	Jan 26, 2024	DeblurringDecoder	CodeCode Available	2
Sketch and Refine: Towards Fast and Accurate Lane Detection	Jan 26, 2024	Lane Detection	CodeCode Available	2
The Power of Noise: Redefining Retrieval for RAG Systems	Jan 26, 2024	Information RetrievalRAG	CodeCode Available	2
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning	Jan 25, 2024	Decision MakingReinforcement Learning (RL)	CodeCode Available	2
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey	Jan 25, 2024	Language ModellingLarge Language Model	CodeCode Available	2
Towards 3D Molecule-Text Interpretation in Language Models	Jan 25, 2024	Instruction FollowingLanguage Modeling	CodeCode Available	2
Routoo: Learning to Route to Large Language Models Effectively	Jan 25, 2024	MMLUMulti-task Language Understanding	CodeCode Available	2
TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation	Jan 25, 2024	DecoderLanguage Modeling	CodeCode Available	2
Domain-Independent Dynamic Programming	Jan 25, 2024	Combinatorial OptimizationHeuristic Search	CodeCode Available	2
Deconstructing Denoising Diffusion Models for Self-Supervised Learning	Jan 25, 2024	DenoisingImage Generation	CodeCode Available	2
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities	Jan 25, 2024		CodeCode Available	2
Vivim: a Video Vision Mamba for Medical Video Segmentation	Jan 25, 2024	Lesion SegmentationMamba	CodeCode Available	2
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery	Jan 25, 2024	Cloud RemovalImage Generation	CodeCode Available	2
Rethinking Patch Dependence for Masked Autoencoders	Jan 25, 2024	DecoderInstance Segmentation	CodeCode Available	2
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration	Jan 25, 2024	Computed Tomography (CT)Image Registration	CodeCode Available	2
ICASSP 2024 Speech Signal Improvement Challenge	Jan 25, 2024		CodeCode Available	2
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing	Jan 24, 2024	Activity Recognition	CodeCode Available	2
ChatterBox: Multi-round Multimodal Referring and Grounding	Jan 24, 2024	Language ModelingLanguage Modelling	CodeCode Available	2
Efficient compilation of expressive problem space specifications to neural network solvers	Jan 24, 2024		CodeCode Available	2
Tyche: Stochastic In-Context Learning for Medical Image Segmentation	Jan 24, 2024	Image SegmentationIn-Context Learning	CodeCode Available	2