Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

HICO-DET

Benchmarks

Task NameDataset NameSOTA ResultTrend
Human-Object Interaction DetectionHICO-DET (test)
mAP (full)62.09
493
Human-Object Interaction DetectionHICO-DET Known Object (test)
mAP (Full)51.75
112
Human-Object Interaction DetectionHICO-DET (Rare First Unseen Combination (RF-UC))
mAP (Full)44.81
77
Human-Object Interaction DetectionHICO-DET Non-rare First Unseen Composition (NF-UC)
AP (Unseen)36.33
49
Human-Object Interaction DetectionHICO-DET (NF-UC)
mAP (Full)42.01
40
Human-Object Interaction DetectionHICO-DET 1 (test)
Full mAP37.56
33
Human-Object Interaction DetectionHICO-DET Zero-Shot
mAP (Default Unseen)20.27
33
HOI DetectionHICO-DET (test)
Box mAP (Full)45.1
32
Human-Object Interaction DetectionHICO-DET (UO)
mAP (Full)45.28
31
Human-Object Interaction DetectionHICO-DET (UV)
mAP (Full)44.43
30
HOI DetectionHICO-DET v1.0 (test)
mAP (Default, Full)40.95
29
Human-Object Interaction DetectionHICO-DET Rare First v1.0 (test)
Unseen mAP31.23
27
HOI DetectionHICO-DET v1 (test)
mAP (Rare)43.23
24
Human-Object Interaction DetectionHICO-DET Non-rare First v1.0 (test)
mAP (Unseen)25.05
22
Human-Object Interaction DetectionHICO-DET 9 (test)
mAP (Full)23.69
21
HOI DetectionHICO-DET Unseen Combination
Unseen mAP25.05
19
Human-Object Interaction DetectionHICO-DET Unseen Composition (UC)
Unseen AP38.17
17
Object Affordance RecognitionHICO-DET v1 (val)
mAP82.47
13
Human-Object Interaction SegmentationHICO-DET (test)
mask mAP (Full)48.6
12
HOI SegmentationHICO-DET (test)
mask mAP (Full)48.6
12
Human-Object Interaction DetectionHICO-DET Unseen Verb (UV)
Unseen Score28.82
11
HOI DetectionHICO-DET Default
Full HOI mAP28.53
11
Human-Object Interaction DetectionHICO-DET (Full)
mAP (Full)34.08
10
Human-Object Interaction DetectionHICO-DET (Unseen)
mAP31.01
10
Object affordance recognitionHICO-DET v1 (test)
Recall93.35
10
Showing 25 of 36 rows