Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Single-alert on OVO-Bench
Loading...
37.5
PA
ROMA
-0.98
9.01
19
28.99
Jan 15, 2026
PA
PO
CRR
Updated 4d ago
Evaluation Results
Method
Method
Links
PA
PO
CRR
ROMA
2026.01
37.5
53.6
35.42
ROMA
Mixed Training=true
2026.01
34.5
50.8
25
ROMA
wpos=2
2026.01
31
52.76
39.58
ROMA
wpos=4
2026.01
31
52.15
37.5
ROMA
K=1
2026.01
26
56.4
31.25
M4-a
2026.01
25.5
-
-
MMDuet
2026.01
22
29.44
16.67
ROMA
Speak Head=without
2026.01
12.5
12
0
VideoLLM-online
2026.01
0.5
4.13
27.08
Dispider
2026.01
-
25.34
48.75
Feedback
Search any
task
Search any
task