ML Research Wiki / Benchmarks / Human-Object Interaction Detection / HICO

HICO

Human-Object Interaction Detection Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 DEFR The Overlooked Classifier in Human-Object Interaction Recognition 65.60 2021-12-13 -
2 HAKE 📚 HAKE: Human Activity Knowledge Engine 47.10 2019-04-13 📦 DirtyHarryLYL/HAKE-Action-Torch 📦 DirtyHarryLYL/HAKE 📦 MindSpore-paper-code-3/code9 📦 2023-MindSpore-1/ms-code-5
3 PaStaNet PaStaNet: Toward Human Activity Knowledge Engine 46.30 2020-04-02 📦 DirtyHarryLYL/HAKE-Action-Torch 📦 DirtyHarryLYL/HAKE
4 RelViT RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning 43.98 2022-04-24 📦 NVlabs/RelViT
5 Pairwise-Part Pairwise Body-Part Attention for Recognizing Human-Object Interactions 39.90 2018-07-28 📦 Imposingapple/Transferable_Interactiveness_Network_with_Partpair
6 Mallya & Lazebnik Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering 36.10 2016-04-16 -
7 Girdhar & Ramanan Attentional Pooling for Action Recognition 34.60 2017-11-04 📦 rohitgirdhar/AttentionalPoolingAction
8 R*CNN Contextual Action Recognition with R*CNN 28.50 2015-05-05 📦 gkioxari/RstarCNN 📦 VivekUdupa/CPSC8810-DeepLearning_vkoodli_shonnah

All Papers (8)

DirtyHarryLYL/HAKE-Action-Torch DirtyHarryLYL/HAKE
DirtyHarryLYL/HAKE-Action-Torch DirtyHarryLYL/HAKE
NVlabs/RelViT
Imposingapple/Transferable_Interactiveness_Network_with_Partpair
rohitgirdhar/AttentionalPoolingAction
gkioxari/RstarCNN VivekUdupa/CPSC8810-DeepLearning_vkoodli_shonnah