Human-Object Interaction Detection on V-COCO

Metric: AP(S1) (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	Model↕	AP(S1)▼	Extra Data	Paper	Date↕	Code
1	RLIPv2	72.1	No	RLIPv2: Fast Scaling of Relational Language-Imag...	2023-08-18	Code
2	MUREN	68.8	No	Relational Context Learning for Human-Object Int...	2023-04-11	Code
3	STIP	66	No	Exploring Structure-aware Transformer over Inter...	2022-06-13	Code
4	DiffHOI	65.7	No	Boosting Human-Object Interaction Detection with...	2023-05-20	Code
5	OCN (ResNet101)	65.3	No	Detecting Human-Object Interactions with Object-...	2022-02-01	Code
6	OCN (ResNet50)	64.2	No	Detecting Human-Object Interactions with Object-...	2022-02-01	Code
7	CDN (ResNet101)	63.91	No	Mining the Benefits of Two-stage and One-stage H...	2021-08-11	Code
8	HOICLIP	63.5	No	HOICLIP: Efficient Knowledge Transfer for HOI De...	2023-03-28	Code
9	Body Part Interactiveness	63	No	Mining Cross-Person Cues for Body-Part Interacti...	2022-07-28	Code
10	UPT-R101-DC5	61.3	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
11	UPT-R101	60.7	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
12	UPT-R50	59	No	Efficient Two-Stage Detection of Human-Object In...	2021-12-03	Code
13	QPIC (ResNet50)	58.8	No	QPIC: Query-Based Pairwise Human-Object Interact...	2021-03-09	Code
14	QPIC (ResNet101)	58.3	No	QPIC: Query-Based Pairwise Human-Object Interact...	2021-03-09	Code
15	DIRV	56.1	No	DIRV: Dense Interaction Region Voting for End-to...	2020-10-02	Code
16	HOTR	55.2	No	HOTR: End-to-End Human-Object Interaction Detect...	2021-04-28	Code
17	GGNet	54.7	No	Glance and Gaze: Inferring Action-aware Points f...	2021-04-12	Code
18	SCG	54.2	Yes	Spatially Conditioned Graphs for Detecting Human...	2020-12-11	Code
19	PD-Net	53.34	No	Polysemy Deciphering Network for Robust Human-Ob...	2020-08-07	Code
20	IDN	53.3	No	HOI Analysis: Integrating and Decomposing Human-...	2020-10-30	Code
21	ACP	53.23	No	-	-	Code
22	SGCN4HOI	53.1	No	A Skeleton-aware Graph Convolutional Network for...	2022-07-11	Code
23	PMN	51.8	No	Pose-based Modular Network for Human-Object Inte...	2020-08-05	Code
24	VSGNet	51.76	No	VSGNet: Spatial Attention Network for Detecting ...	2020-03-11	Code
25	PPDM	51.1	No	PPDM: Parallel Point Detection and Matching for ...	2019-12-30	Code
26	PaStaNet	51	No	PaStaNet: Toward Human Activity Knowledge Engine	2020-04-02	Code
27	DRG	51	No	DRG: Dual Relation Graph for Human-Object Intera...	2020-08-26	Code
28	TIN (TIPAMI)	49.1	No	Transferable Interactiveness Knowledge for Human...	2021-01-25	Code
29	TIN (Interactiveness)	49	No	Transferable Interactiveness Knowledge for Human...	2018-11-20	Code
30	TIN (CVPR)	48.7	No	Transferable Interactiveness Knowledge for Human...	2018-11-20	Code
31	iCAN	44.7	No	iCAN: Instance-Centric Attention Network for Hum...	2018-08-30	Code
32	GPNN	44	No	Learning Human-Object Interactions by Graph Pars...	2018-08-23	Code

#1RLIPv2SOTA
72.1
AP(S1)· 2023-08-18
RLIPv2: Fast Scaling of Relational Language-Image Pre-training Code
#2MURENSOTA
68.8
AP(S1)· 2023-04-11
Relational Context Learning for Human-Object Interaction Detection Code
#3STIPSOTA
66
AP(S1)· 2022-06-13
Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection Code
#4DiffHOI
65.7
AP(S1)· 2023-05-20
Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model Code
#5OCN (ResNet101)SOTA
65.3
AP(S1)· 2022-02-01
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics Code
#6OCN (ResNet50)
64.2
AP(S1)· 2022-02-01
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics Code
#7CDN (ResNet101)SOTA
63.91
AP(S1)· 2021-08-11
Mining the Benefits of Two-stage and One-stage HOI Detection Code
#8HOICLIP
63.5
AP(S1)· 2023-03-28
HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Code
#9Body Part Interactiveness
63
AP(S1)· 2022-07-28
Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection Code
#10UPT-R101-DC5
61.3
AP(S1)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#11UPT-R101
60.7
AP(S1)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#12UPT-R50
59
AP(S1)· 2021-12-03
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer Code
#13QPIC (ResNet50)SOTA
58.8
AP(S1)· 2021-03-09
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Code
#14QPIC (ResNet101)
58.3
AP(S1)· 2021-03-09
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Code
#15DIRVSOTA
56.1
AP(S1)· 2020-10-02
DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection Code
#16HOTR
55.2
AP(S1)· 2021-04-28
HOTR: End-to-End Human-Object Interaction Detection with Transformers Code
#17GGNet
54.7
AP(S1)· 2021-04-12
Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection Code
#18SCG
54.2
AP(S1)· Extra Data· 2020-12-11
Spatially Conditioned Graphs for Detecting Human-Object Interactions Code
#19PD-NetSOTA
53.34
AP(S1)· 2020-08-07
Polysemy Deciphering Network for Robust Human-Object Interaction Detection Code
#20IDN
53.3
AP(S1)· 2020-10-30
HOI Analysis: Integrating and Decomposing Human-Object Interaction Code
#21ACP
53.23
AP(S1)
No paperCode
#22SGCN4HOI
53.1
AP(S1)· 2022-07-11
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection Code
#23PMNSOTA
51.8
AP(S1)· 2020-08-05
Pose-based Modular Network for Human-Object Interaction Detection Code
#24VSGNetSOTA
51.76
AP(S1)· 2020-03-11
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions Code
#25PPDMSOTA
51.1
AP(S1)· 2019-12-30
PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection Code
#26PaStaNet
51
AP(S1)· 2020-04-02
PaStaNet: Toward Human Activity Knowledge Engine Code
#27DRG
51
AP(S1)· 2020-08-26
DRG: Dual Relation Graph for Human-Object Interaction Detection Code
#28TIN (TIPAMI)
49.1
AP(S1)· 2021-01-25
Transferable Interactiveness Knowledge for Human-Object Interaction Detection Code
#29TIN (Interactiveness)SOTA
49
AP(S1)· 2018-11-20
Transferable Interactiveness Knowledge for Human-Object Interaction Detection Code
#30TIN (CVPR)
48.7
AP(S1)· 2018-11-20
Transferable Interactiveness Knowledge for Human-Object Interaction Detection Code
#31iCANSOTA
44.7
AP(S1)· 2018-08-30
iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection Code
#32GPNNSOTA
44
AP(S1)· 2018-08-23
Learning Human-Object Interactions by Graph Parsing Neural Networks Code