Epic-Kitchens
Benchmarks
TaskDatasetSOTA resultTrendResults
EPIC-Kitchens OOD
33.51FPR@95
6
EPIC-Kitchens 100 (test)
44.5Overall Verb Recall@5
6
EPIC-KITCHENS-100 Verbs (val)
35.7Few Performance
6
EPIC-Kitchens 55 (val)
49.4Top-1 Acc
6
Epic-Kitchens-100 (test)
41.61Top-1 Action Acc
6
EPIC-KITCHENS (test)
24.48Top-1 Action Acc (12.5% Obs)
6
EPIC-KITCHENS M (test)
84.91Average Accuracy
5
EPIC-Kitchens Target (test)
54.98Accuracy (Video)
5
EPIC-Kitchens Source (val)
74.55Accuracy (Video)
5
EPIC-KITCHENS
0.032ATE
5
EPIC-KITCHENS
0.037RPE (Translation)
5
EPIC-Kitchens (val)
45.34Noun mAP
5
Epic-Kitchens VISOR (val)
35.2AP
5
EPIC-KITCHENS S1 (test)
59.55Top-1 Verb Acc
5
EPIC-Kitchens Near & Far OOD (combined)
41.6Average FPR
4
EPIC-Kitchens Near-OOD
73.3AUC
4
Epic-Kitchens VISOR (unseen)
64.3J & F Score
4
Epic-Kitchens VISOR
69.4J & F Score
4
Epic-Kitchens 100 Verb Task
34AP @ IoU=0.1
4
EPIC-KITCHENS (val)
36.4AP@0.1
4
EPIC-KITCHENS (val)
32.9AP@0.1
4
EPIC-Kitchens (test)
76.4Accuracy
4
Epic-Kitchens (held-out clips)
32.26PSNR
4
Epic-Kitchens
55.46mAP
4
EPIC-Kitchens S2 - Unseen 55 (test)
27.01Top-1 Acc (Verb)
4