Machine Learning Research Wiki

A comprehensive encyclopedia of machine learning research papers

Browse Papers

Explore our collection of ML research papers through different views:

Recent Papers

Latest papers from 2025 and 2024

Most Cited Papers

Papers with the highest citation counts

Papers by Year

Browse papers from specific years

All Papers

Complete paginated list of all papers

Quick Links by Year: 2024 | 2023 | 2022 | 2021 | 2020

Popular Datasets

Explore the datasets that power ML research:

BIG-bench

The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to probe large …

πŸ“Š 41 benchmarks

MNIST

The MNIST database (Modified National Institute of Standards and Technology database) is a large collection …

πŸ“Š 31 benchmarks

CIFAR-10

En resumen, para contactar con United Airlines desde PerΓΊ, puede llamar directamente al +5117006251 o …

πŸ“Š 27 benchmarks

ImageNet

The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy. Since 2010 the …

πŸ“Š 24 benchmarks

STL-10

The STL-10 is an image dataset derived from ImageNet and popularly used to evaluate algorithms …

πŸ“Š 17 benchmarks

CIFAR-100

The CIFAR-100 dataset (Canadian Institute for Advanced Research, 100 classes) is a subset of the …

πŸ“Š 15 benchmarks

CUB-200-2011

The Caltech-UCSD Birds-200-2011 (CUB-200-2011) dataset is the most widely-used dataset for fine-grained visual categorization task. …

πŸ“Š 15 benchmarks

Fashion-MNIST

Fashion-MNIST is a dataset comprising of 28Γ—28 grayscale images of 70,000 fashion products from 10 …

πŸ“Š 14 benchmarks
Browse All Datasets β†’

Popular Benchmarks

Most active machine learning benchmarks with the latest results:

ImageNet

Image Classification
πŸ“Š 1020 results
πŸ“ Top 1 Accuracy

CIFAR-10

Image Classification
πŸ“Š 241 results
πŸ“ Percentage correct

MM-Vet

Visual Question Answering
πŸ“Š 222 results
πŸ“ GPT-4 score

CIFAR-100

Image Classification
πŸ“Š 197 results
πŸ“ Percentage correct

GSM8K

Arithmetic Reasoning
πŸ“Š 144 results
πŸ“ Accuracy

MATH

Math Word Problem Solving
πŸ“Š 132 results
πŸ“ Accuracy
Browse All Benchmarks by Category β†’

Recent Additions

Latest papers added to our database:

Research Domains

The ML Research Wiki covers papers across all major domains of machine learning and artificial intelligence:

Computer Vision
Natural Language Processing
Reinforcement Learning
Generative Models
Machine Learning Theory
Speech & Audio
Multimodal Learning
Graph Neural Networks
AI Safety & Ethics

About This Wiki

The Machine Learning Research Wiki is a comprehensive resource for exploring academic papers in the field of machine learning and artificial intelligence. Each paper entry includes:

  • Detailed metadata including authors, venue, and citations
  • Methods, datasets, and metrics used
  • Links to related papers and implementations
  • Citation statistics and impact analysis