Human-Object Interaction Detection on V-COCO

Metric: AP(S2) (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	Model↕	AP(S2)▼	Extra Data	Paper	Date↕	Code
1	RLIPv2	74.1	No	RLIPv2: Fast Scaling of Relational Language-Imag...	2023-08-18	Code
2	MUREN	71	No	Relational Context Learning for Human-Object Int...	2023-04-11	Code
3	STIP	70.7	No	Exploring Structure-aware Transformer over Inter...	2022-06-13	Code
4	DiffHOI	68.2	No	Boosting Human-Object Interaction Detection with...	2023-05-20	Code
5	OCN (ResNet101)	67.1	No	Detecting Human-Object Interactions with Object-...	2022-02-01	Code
6	UPT-R101-DC5	67.1	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
7	OCN (ResNet50)	66.3	No	Detecting Human-Object Interactions with Object-...	2022-02-01	Code
8	UPT-R101	66.2	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
9	CDN (ResNet101)	65.89	No	Mining the Benefits of Two-stage and One-stage H...	2021-08-11	Code
10	Body Part Interactiveness	65.1	No	Mining Cross-Person Cues for Body-Part Interacti...	2022-07-28	Code
11	HOICLIP	64.81	No	HOICLIP: Efficient Knowledge Transfer for HOI De...	2023-03-28	Code
12	UPT-R50	64.5	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
13	HOTR	64.4	No	HOTR: End-to-End Human-Object Interaction Detect...	2021-04-28	Code
14	QPIC (ResNet50)	61	No	QPIC: Query-Based Pairwise Human-Object Interact...	2021-03-09	Code
15	SCG	60.9	Yes	Spatially Conditioned Graphs for Detecting Human...	2020-12-11	Code
16	QPIC (ResNet101)	60.7	No	QPIC: Query-Based Pairwise Human-Object Interact...	2021-03-09	Code
17	IDN	60.3	No	HOI Analysis: Integrating and Decomposing Human-...	2020-10-30	Code
18	SGCN4HOI	57.9	No	A Skeleton-aware Graph Convolutional Network for...	2022-07-11	Code
19	PaStaNet	57.5	No	PaStaNet: Toward Human Activity Knowledge Engine	2020-04-02	Code
20	VSGNet	57	No	VSGNet: Spatial Attention Network for Detecting ...	2020-03-11	Code

#1RLIPv2SOTA
74.1
AP(S2)· 2023-08-18
RLIPv2: Fast Scaling of Relational Language-Image Pre-training Code
#2MURENSOTA
71
AP(S2)· 2023-04-11
Relational Context Learning for Human-Object Interaction Detection Code
#3STIPSOTA
70.7
AP(S2)· 2022-06-13
Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection Code
#4DiffHOI
68.2
AP(S2)· 2023-05-20
Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model Code
#5OCN (ResNet101)
67.1
AP(S2)· 2022-02-01
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics Code
#6UPT-R101-DC5SOTA
67.1
AP(S2)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#7OCN (ResNet50)
66.3
AP(S2)· 2022-02-01
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics Code
#8UPT-R101
66.2
AP(S2)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#9CDN (ResNet101)SOTA
65.89
AP(S2)· 2021-08-11
Mining the Benefits of Two-stage and One-stage HOI Detection Code
#10Body Part Interactiveness
65.1
AP(S2)· 2022-07-28
Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection Code
#11HOICLIP
64.81
AP(S2)· 2023-03-28
HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Code
#12UPT-R50
64.5
AP(S2)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#13HOTRSOTA
64.4
AP(S2)· 2021-04-28
HOTR: End-to-End Human-Object Interaction Detection with Transformers Code
#14QPIC (ResNet50)SOTA
61
AP(S2)· 2021-03-09
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Code
#15SCGSOTA
60.9
AP(S2)· Extra Data· 2020-12-11
Spatially Conditioned Graphs for Detecting Human-Object Interactions Code
#16QPIC (ResNet101)
60.7
AP(S2)· 2021-03-09
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Code
#17IDNSOTA
60.3
AP(S2)· 2020-10-30
HOI Analysis: Integrating and Decomposing Human-Object Interaction Code
#18SGCN4HOI
57.9
AP(S2)· 2022-07-11
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection Code
#19PaStaNetSOTA
57.5
AP(S2)· 2020-04-02
PaStaNet: Toward Human Activity Knowledge Engine Code
#20VSGNetSOTA
57
AP(S2)· 2020-03-11
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions Code