HICO

Humans Interacting with Common Objects

Dataset Information
Modalities
Images
License
Unknown
Homepage
Official Website
Contents

Overview

HICO is a benchmark for recognizing human-object interactions (HOI).

Key features:

  • A diverse set of interactions with common object categories
  • A list of well-defined, sense-based HOI categories
  • An exhaustive labeling of co-occurring interactions with an object category in each image
  • The annotation of each HOI instance (i.e. a human and an object bounding box with an interaction class label) in all images

Source: HICO: A Benchmark for Recognizing Human-Object Interactions in Images

Variants: HICO

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Human-Object Interaction Detection RelViT RelViT: Concept-guided Vision Transformer for … 2022-04-24
Human-Object Interaction Detection DEFR The Overlooked Classifier in Human-Object … 2021-12-13
Human-Object Interaction Detection PaStaNet PaStaNet: Toward Human Activity Knowledge … 2020-04-02
Human-Object Interaction Detection HAKE HAKE: Human Activity Knowledge Engine 2019-04-13
Human-Object Interaction Detection Pairwise-Part Pairwise Body-Part Attention for Recognizing … 2018-07-28
Human-Object Interaction Detection Girdhar & Ramanan Attentional Pooling for Action Recognition 2017-11-04
Human-Object Interaction Detection Mallya & Lazebnik Learning Models for Actions and … 2016-04-16
Human-Object Interaction Detection R*CNN Contextual Action Recognition with R*CNN 2015-05-05

Research Papers

Recent papers with results on this dataset:

External Links: