MeViS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MeViS (val)
0.635J&F Score
166
MeViS
73.1J&F Score
101
MeViS
51.3J&F Score
31
MeViS (test)
53.7J&F Score
25
MeViS v1
62.4J&F Score
19
MeViS (val-u)
70.8J&F Score
18
MeViS (val-u)
72.2J&F Score
17
MeViS v2 (val)
60.1J&F
16
MeViS
68SL Score
15
MeViS
51.3Combined J&F
12
MeViS Large-scale (val_u)
60J&F
10
MeViS 6 (test)
31.6J&F Score
8
MeViS v1 (val)
47.6J&F Score
8
MeViS
52.2J&F Score
7
MeViS-U
37.1F-Score
6
MeViS-Text PVUW 2026 (test)
78.97J&F Score
6
MeViS v2
42.3J&F Score
6
MeViS
62.3J Score
6
MeViS
55.6Recall@1
6
MeViS
58.4R@1 (V2T)
6
MeVis Audio 5th PVUW Challenge V2 (Challenge Track)
67J&F Score
5
MeViS text
78.97J&F Score
5
MeViS Audio (leaderboard)
67J&F Score
5
MeViS (test)
59.2R@1
5
MeViS (test)
0.568R@1
5