Temporal Localization of Moments in Video Collections with Natural Language
Table 9: Single video moment retrieval results on DiDeMo with its original evaluation criterion. Note that TGN [4] may not have used the original DiDeMo evaluation setup (they used R@{1,5} IoU=1). We include their numbers for completeness. See text for more details.
['Method', 'Validation set mIoU', 'Validation set Rank@1', 'Validation set Rank@5', 'Test set mIoU', 'Test set Rank@1', 'Test set Rank@5']
The Rank@k criterion represents that among the top-k predictions is possible to find one that overlaps with a ground truth moment with an IoU of 1.0. The previous criteria are computed for each text query. Thus the overall performance is the average among all the queries in the subset of interest.