Epic-Kitchens
Benchmarks
TaskDatasetSOTA resultTrendResults
Epic-Kitchens (EK) novel classes (unseen)
25.56Shared Class Score
9
EPIC-Kitchens (S2: Unseen Kitchens)
31.92Shared Acc
9
Epic-Kitchens-100
271.4FVD
8
EPIC-Kitchens
62.3Accuracy
8
Epic-Kitchens systematic shift
59IID Accuracy
8
EPIC-KITCHENS-100 MQA (test)
71.7Accuracy (8f)
8
Epic-Kitchens 100
49.3FVD
8
EPIC-KITCHENS activity-story (test)
70.1RI (2)
8
EPIC-KITCHENS 100
70.7Verb Accuracy
8
EPIC-KITCHENS 75%/25% gallery/query 10 overcrowded sequences
52.8mAP
7
EPIC-Kitchens S2 unseen (test)
28.37Top-1 Acc (Verb)
7
EPIC-Kitchens EPIC-Diff (test)
40.3S01 Score
7
Epic-Kitchens D3 -> D2
64Top-1 Accuracy
7
Epic-Kitchens D3 -> D1
57Top-1 Accuracy
7
Epic-Kitchens D2 -> D3
63.7Top-1 Accuracy
7
Epic-Kitchens D2 -> D1
57Top-1 Acc
7
Epic-Kitchens D1 -> D3
63.7Top-1 Acc
7
Epic-Kitchens D1 -> D2
64Top-1 Acc
7
EPIC-Kitchens (test)
23.7Top-1 Accuracy
7
EPIC-KITCHENS 100 (val)
46.05Overall Top-1 Verb Acc
7
EPIC-Kitchens S1 (Seen Environments) 1.0 (test)
33.04Top-1 Acc (Verb)
7
EPIC-Kitchens S2: Unseen Kitchens
31.5Top-1 Acc
7
EPIC-Kitchens S1: Seen Kitchens
45Top-1 Acc
7
EPIC-Kitchens N=10.85M
22,702Index RSS (MB)
6
EPIC-KITCHENS-100 (val)
58.8mAP (V→T)
6