Epic-Kitchens
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Epic-Kitchens 100 (test)
73.8Top-1 Verb Acc
101
EPIC-Kitchens-100 (test)
27.6Overall Action Top-5 Recall
70
EPIC-KITCHENS VISOR
42.82Pred. Acc. Verb
64
Epic-Kitchens-100 (val)
52.54mCR@5 (Overall Verb)
48
Epic-Kitchens
69.06Average Comparison Score
47
EPIC-KITCHENS unseen S2 (test)
41.41Top-1 Acc (Verb)
47
EPIC-Kitchens (val)
77.1Verb Top-1 Acc
36
EPIC-KITCHENS (val)
34.07Top-1 Accuracy
32
EPIC-Kitchens v1 (test s2 (unseen))
29.6Actions Top-1 Acc
32
Epic-Kitchens
67.19Average Performance
31
EPIC-Kitchens s1 (seen) v1 (test)
41.4Actions Top-1 Accuracy
29
EPIC-KITCHENS seen S1 (test)
51.56Top-1 Acc (Verb)
27
Epic Kitchens 100
48Top-1 Acc
26
Epic-Kitchens (test)
63.24Average Score
25
Epic-Kitchens 100 (test)
46.1Top-1 Action Accuracy
24
EPIC-Kitchens-55 S1 - Seen (test)
37.87Top-1 Acc (Verb)
24
Epic-Kitchens (EK)
53.02Top-1 Acc
22
EPIC-Kitchens DG
40.5D1->D2 Accuracy
22
Epic-Kitchens-100
72.2Top-1 Verb Accuracy
22
Epic-Kitchens-100
32.08mAP@0.1
22
EPIC-Kitchens-100
24.1Segment F1
20
Epic-Kitchens (Held-out Rare Objects)
53Success Rate
20
EPIC-KITCHENS-100
45mAP (Avg)
19
EPIC-Kitchens 100 (val)
33.1mAP@0.1
19
Epic-Kitchens (EK)
44.07Top-1 Acc
17