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HICO-DET

Benchmarks

Task NameDataset NameSOTA ResultTrend
Human-Object Interaction DetectionHICO-DET (test)
mAP (full)62.09
544
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 (NF-UC)
mAP (Full)42.01
56
Human-Object Interaction DetectionHICO-DET Non-rare First Unseen Composition (NF-UC)
AP (Unseen)36.33
49
Human-Object Interaction DetectionHICO-DET (UO)
mAP (Full)45.28
47
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 (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 computed-box setting
mAP (Full)9.35
23
Human-Object Interaction DetectionHICO-DET RF-UC (test)
Unseen mAP37.69
23
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 closed setting
Performance Score (Rare)47.71
18
Human-Object Interaction DetectionHICO-DET Unseen Composition (UC)
Unseen AP38.17
17
Human-Object Interaction DetectionHICO-DET single HOI subset 575 classes standard (test)
mAP49.5
13
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
HOI DetectionHICO-DET NF-UC
Unseen Score32.41
11
Showing 25 of 42 rows