ActivityNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ActivityNet 1.3 (val)
59.3AP@0.5
257
ActivityNet
68.2R@1
255
ActivityNet v1.3 (val)
61.72mAP@0.5
185
ActivityNet 1.3
64.2mAP@0.5
162
ActivityNet
58.2R@1
160
ActivityNet v1.3 (val)
69.71AUC
114
ActivityNet
74.1Recall@0.3
111
ActivityNet 1.2 (val)
45.3mAP@IoU 0.5
110
ActivityNet (test)
79.2R@1
108
ActivityNet-Captions (test)
12.31METEOR
104
ActivityNet Captions
58.32Recall@1 (IoU=0.5)
85
ActivityNet 1.3 (test)
38.5Average mAP
80
ActivityNet (test)
71.9R@1
63
ActivityNet 1.3 (test)
70.1AUC
62
ActivityNet 1.3
38.5Average mAP
60
ActivityNet Grounding
54.6R@0.3
58
ActivityNet Captions (val1)
48.9R@1
58
ActivityNet (test)
62.3Accuracy
57
ActivityNet Captions (val)
16.1METEOR
54
ActivityNet (test)
71.17Top-1 Action Accuracy
48
ActivityNet Captions
10.03METEOR
48
ActivityNet-Captions
69.8Recall @ IoU=0.3
47
ActivityNet v1.3 (test)
50.6mAP @ IoU=0.5
47
ActivityNet Captions (test)
84.73Recall@IoU>0.5
46
ActivityNet Captions
54.83R@1 (IoU=0.5)
43