Assembly101
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Assembly101
47.51Action Accuracy
18
Assembly101 (test)
62.7Top-1 Accuracy
13
Assembly101-O
59.6F1 Score
13
Assembly101 view C10119 v4 (val)
43Accuracy
12
Assembly101 (val)
12.07Recall@5 (Action, Overall)
8
Assembly101 (test)
33.9F1@10
5
Assembly101 (unseen actions)
50.232FID
4
Assembly101
19.6F1 Score @ 10%
3
Assembly101 (test)
25.3mAP
3
Assembly101
54.5Top-1 Accuracy
3
Assembly101-OV (HM)
50.5Verb Top-1 Acc
3
Assembly101 OV (Novel)
45.1Verb Top-1 Acc
3
Assembly101-OV (Closed)
57.6Verb Top-1 Acc
3