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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 7726–7750 of 177340 papers

Title	Date	Tasks	Status	Hype	Score
Blue noise for diffusion models	Feb 7, 2024	Denoising	CodeCode Available	2	5
Recurrent Memory Transformer	Jul 14, 2022	Language ModelingLanguage Modelling	CodeCode Available	2	5
Artificial Kuramoto Oscillatory Neurons	Oct 17, 2024	Adversarial RobustnessObject Discovery	CodeCode Available	2	5
AvatarGen: A 3D Generative Model for Animatable Human Avatars	Nov 26, 2022	Human Animation	CodeCode Available	2	5
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas	Mar 18, 2025	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	2	5
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation	Nov 23, 2022	Depth EstimationMonocular Depth Estimation	CodeCode Available	2	5
SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning	May 16, 2025	Contrastive Learning	CodeCode Available	2	5
Self-Supervised Multimodal Learning: A Survey	Mar 31, 2023	Machine TranslationSelf-Supervised Learning	CodeCode Available	2	5
Unified Multimodal Discrete Diffusion	Mar 26, 2025	Image CaptioningImage Generation	CodeCode Available	2	5
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair	Mar 25, 2024	Language ModellingLarge Language Model	CodeCode Available	2	5
RANSAC Back to SOTA: A Two-stage Consensus Filtering for Real-time 3D Registration	Oct 21, 2024	Point Cloud Registration	CodeCode Available	2	5
Accurate 3D Body Shape Regression using Metric and Semantic Attributes	Jun 14, 2022	3D Human Reconstruction3D Human Shape Estimation	CodeCode Available	2	5
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models	Feb 19, 2024		CodeCode Available	2	5
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts	May 24, 2023	In-Context LearningInstruction Following	CodeCode Available	2	5
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More	Feb 17, 2025		CodeCode Available	2	5
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	Nov 16, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	2	5
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception	Apr 15, 2024		CodeCode Available	2	5
Multimodal Analogical Reasoning over Knowledge Graphs	Oct 1, 2022	Graph EmbeddingKnowledge Graph Embedding	CodeCode Available	2	5
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations	Feb 27, 2024	AttributeLanguage Modeling	CodeCode Available	2	5
SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension	Jul 30, 2023	BenchmarkingMultiple-choice	CodeCode Available	2	5
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference	May 23, 2024		CodeCode Available	2	5
Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy Autoencoders	Jun 20, 2022	3D Object Detection3D Semantic Segmentation	CodeCode Available	2	5
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT	Apr 27, 2020	Document RankingInformation Retrieval	CodeCode Available	2	5
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs	Feb 17, 2025	parameter-efficient fine-tuning	CodeCode Available	2	5
High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net	Aug 27, 2023	Document Shadow RemovalImage Shadow Removal	CodeCode Available	2	5