Video Grounding
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75.3R@1 IoU=0.5
113
Jun 16, 2026
74.11mAP (IoU=0.5)
64
Feb 26, 2026
46.79Recall@1 (IoU=0.5)
45
Feb 26, 2026
54.83R@1 (IoU=0.5)
43
Feb 26, 2026
17.3Recall@1 (IoU=0.1)
35
Feb 26, 2026
24.96Recall@1 (Avg)
27
Apr 10, 2026
11.26R@1 (IoU=0.3)
26
Apr 1, 2026
37.01R@1 (IoU=0.5)
21
Feb 26, 2026
18.9Video-SAL2 Metric
20
May 13, 2026
61.4Accuracy (CharadesSTA)
19
Apr 10, 2026
52TVG F1
19
Feb 26, 2026
29.07IoU@0.5
19
Feb 26, 2026
53.9R@1 (IoU=0.5)
15
Feb 26, 2026
27.19mIoU
14
Jun 16, 2026
44.51IoU@0.5
14
May 4, 2026
223.3BD-RATE
12
Jun 15, 2026
35.5Mean F1
11
Feb 26, 2026
39.88Mean vIoU
10
Jun 16, 2026
23.17Recall@1 (IoU=0.5)
8
Feb 26, 2026
52.8Recall@0.05 (Gt)
7
May 14, 2026
42.49R@1 (IoU=0.5)
5
Feb 26, 2026
25.57R@1 (IoU=1.0)
4
Feb 26, 2026
60.52mIoU
4
Feb 26, 2026
0.644mIoU
4
Feb 26, 2026
11.9mR@1
4
Feb 26, 2026