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Datasets/HICO

HICO

Humans Interacting with Common Objects

ImagesUnknown

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

Benchmarks

Human-Object Interaction Detection/mAP

Related Benchmarks

HICO-DET/16k/MAPHICO-DET/2D Classification/MAPHICO-DET/2D Object Detection/MAPHICO-DET/3D/MAPHICO-DET/Affordance Recognition/COCO-Val2017HICO-DET/Affordance Recognition/HICOHICO-DET/Affordance Recognition/Novel classesHICO-DET/Affordance Recognition/Object365HICO-DET/Human-Object Interaction Concept Discovery/Unknown (AP)HICO-DET/Human-Object Interaction Detection/COCO-Val2017HICO-DET/Human-Object Interaction Detection/Detection: Full (mAP@0.5)HICO-DET/Human-Object Interaction Detection/Detection: Non-Rare (mAP@0.5)HICO-DET/Human-Object Interaction Detection/Detection: Rare (mAP@0.5)HICO-DET/Human-Object Interaction Detection/HICOHICO-DET/Human-Object Interaction Detection/Novel classesHICO-DET/Human-Object Interaction Detection/Object365HICO-DET/Human-Object Interaction Detection/Time Per Frame (ms)HICO-DET/Human-Object Interaction Detection/mAPHICO-DET/Object Detection/MAPHICO-DET(Unknown Concepts)/Affordance Recognition/COCO-Val2017HICO-DET(Unknown Concepts)/Affordance Recognition/HICOHICO-DET(Unknown Concepts)/Affordance Recognition/Novel ClassesHICO-DET(Unknown Concepts)/Affordance Recognition/Obj365HICO-DET(Unknown Concepts)/Human-Object Interaction Detection/COCO-Val2017HICO-DET(Unknown Concepts)/Human-Object Interaction Detection/HICOHICO-DET(Unknown Concepts)/Human-Object Interaction Detection/Novel ClassesHICO-DET(Unknown Concepts)/Human-Object Interaction Detection/Obj365

Statistics

Papers
45
Benchmarks
1

Links

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Tasks

Human-Object Interaction DetectionZero-Shot Human-Object Interaction Detection