Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Localization on RefCOCOg
Loading...
70.7
Accuracy
Vanilla
-0.436
18.032
36.5
54.968
Feb 3, 2026
Accuracy
Relative Performance
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Relative Performance
Vanilla
Visual Token Budget=57...
2026.02
70.7
100
SwiftVLM
Visual Token Budget=19...
2026.02
60.6
85.7
SwiftVLM
Visual Token Budget=12...
2026.02
47.4
67
FEATHER
Visual Token Budget=19...
2026.02
45.4
64.2
FEATHER
Visual Token Budget=12...
2026.02
35.2
49.8
FastV
Visual Token Budget=19...
2026.02
29.7
42
PDrop
Visual Token Budget=19...
2026.02
18.7
26.4
FastV
Visual Token Budget=12...
2026.02
13.8
19.5
SparseVLM
Visual Token Budget=19...
2026.02
7.1
10
VisionZip
Visual Token Budget=19...
2026.02
6.3
8.9
VisionZip
Visual Token Budget=12...
2026.02
4.3
6.1
SparseVLM
Visual Token Budget=12...
2026.02
4.1
5.8
PDrop
Visual Token Budget=12...
2026.02
2.3
3.3
Feedback
Search any
task
Search any
task