ActivityNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ActivityNet
35.1Average mAP
17
ActivityNet
40.6R1@0.5
16
ActivityNet Caption
45.45R@1 (IoU=0.5)
16
ActivityNet Captions v1.3 (test)
63.16Recall (IoU=0.3)
16
ActivityNet g43_s12 (test)
48.4Recall@0.5
16
ActivityNet (ANet) zero-shot
42.8R@1
16
ActivityNet-Captions
51.68R1@0.5 Recall
16
ActivityNet Caption (test)
43.6IoU @ 0.5
16
ActivityNet (val)
39.83mAP
16
ActivityNet Captions (test)
680METEOR
16
ActivityNet
58.82Rank@1 (IoU=0.3)
15
ActivityNet Captions (test)
53.9R@1 (IoU=0.5)
15
ActivityNet severity degree 5 (test)
18.26Performance (Gaussian Noise)
14
ActivityNet LSMDC → ActivityNet
31.4R@1
14
ActivityNet (extended)
53.96mAP@0.5
14
ActivityNet Caption
44.51IoU@0.5
14
ActivityNet Captions
56.47Recall@1 (IoU=0.5)
13
ActivityNet-QA
43.2Accuracy
13
ActivityNet Captions 24 (OOD-2)
17.6R@0.7
12
ActivityNet Captions 24 (OOD-1)
17.9R@0.7
12
ActivityNet TimeLens-Bench
72.3R1@0.3
12
ActivityNet-FOIL (test)
93Accuracy
12
ActivityNet Captions 1.0 (val)
11.16METEOR
12
ActivityNet Untrimmed 1.2 (test)
93.2mAP
12
ActivityNet Captions 2015 (test)
52.83Recall@1 (IoU=0.5)
11