Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Datasets/Food-101

Food-101

ImagesUnknownIntroduced 2014-01-01

The Food-101 dataset consists of 101 food categories with 750 training and 250 test images per category, making a total of 101k images. The labels for the test images have been manually cleaned, while the training set contains some noise.

Source: Combining Weakly and Webly Supervised Learning for Classifying Food Images Image Source: https://data.vision.ee.ethz.ch/cvl/datasets_extra/food-101/

Benchmarks

AutoML/Accuracy (%)AutoML/FLOPS AutoML/PARAMS AutoML/Accuracy (% )Document Text Classification/Accuracy (%)Document Text Classification/Accuracy (% )Fine-Grained Image Classification/Accuracy Fine-Grained Image Classification/FLOPS Fine-Grained Image Classification/PARAMS Fine-Grained Image Classification/Top 1 Accuracy Image Classification/Accuracy (%)Image Classification/Accuracy Image Classification/FLOPS Image Classification/PARAMS Image Classification/Top 1 Accuracy Image Classification/Accuracy (% )Image Clustering/Accuracy Image Compression/Bit rate Multimodal Deep Learning/Accuracy (%)Multimodal Text and Image Classification/Accuracy (%)Neural Architecture Search/Accuracy (%)Neural Architecture Search/FLOPS Neural Architecture Search/PARAMS Neural Architecture Search/Accuracy (% )Prompt Engineering/Harmonic mean Zero-Shot Learning/Accuracy Zero-Shot Transfer Image Classification/Top 1 Accuracy

Related Benchmarks

Food-101N/Image Classification/Accuracy

Statistics

Papers: 805
Benchmarks: 27

Links

Tasks

AutoML Classification Document Text Classification Few-Shot Learning Few-Shot Learning - 4 shots Fine-Grained Image Classification Image Classification Image Clustering Image Compression Learning with noisy labels Multi-Modal Document Classification Multimodal Deep Learning Multimodal Text and Image Classification Neural Architecture Search Prompt Engineering Transductive Zero-Shot Classification Zero-Shot Learning Zero-Shot Transfer Image Classification