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SOTA Human-Object Interaction Detection benchmarks and papers with code | Wizwand
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Human-Object Interaction Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
HICO-DET (test)
ViPLO_l
mAP (full)
62.09
493
3d ago
V-COCO (test)
RLIPv2
AP (Role, Scenario 1)
72.1
270
3d ago
HICO-DET
HOI-IDiff
mAP (Full)
50.56
233
4d ago
HICO-DET Known Object (test)
Spatially Conditioned Graphs
mAP (Full)
51.75
112
4d ago
HICO-DET (Rare First Unseen Combination (RF-UC))
DA-HOI
mAP (Full)
44.81
77
4d ago
V-COCO 1.0 (test)
MUREN
AP_role (#1)
68.8
76
4d ago
V-COCO
HOI-IDiff
AP^1 Role
73.4
65
4d ago
HICO-DET Non-rare First Unseen Composition (NF-UC)
EZ-HOI
AP (Unseen)
36.33
49
4d ago
HICO-DET (NF-UC)
DA-HOI
mAP (Full)
42.01
40
4d ago
HICO-DET 1 (test)
Global-Local Body-Part Interactiveness Learning
Full mAP
37.56
33
4d ago
HICO-DET Zero-Shot
RLIP-ParSe
mAP (Default Unseen)
20.27
33
4d ago
V-COCO
RLIPv2
Box mAP (Scenario 1)
72.1
32
4d ago
HICO-DET (UO)
DA-HOI
mAP (Full)
45.28
31
4d ago
HICO-DET (UV)
DA-HOI
mAP (Full)
44.43
30
4d ago
HICO-DET Rare First v1.0 (test)
RLIPv2-ParSeDA
Unseen mAP
31.23
27
4d ago
V-COCO
CLIP4HOI
AP (Role)
66.3
23
3d ago
HICO-DET Non-rare First v1.0 (test)
GEN-VLKT
mAP (Unseen)
25.05
22
4d ago
HICO-DET 9 (test)
DJ-RN
mAP (Full)
23.69
21
4d ago
V-COCO standard (test)
ParSe
AP (Role 1)
64.4
18
4d ago
HICO-DET Unseen Composition (UC)
EZ-HOI
Unseen AP
38.17
17
4d ago
HOI-A (test)
AS-Net
mAP
72.19
15
4d ago
SWIG-HOI Rare (test)
ImagineAgent
mAP
18.02
11
4d ago
SWIG-HOI Non-rare (test)
ImagineAgent
mAP
22.89
11
4d ago
HICO-DET Unseen Verb (UV)
EZ-HOI
Unseen Score
28.82
11
4d ago
V-COCO 8 (test)
Global-Local Body-Part Interactiveness Learning
AP Role (S1)
63
11
4d ago
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