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Benchmarks
Localization on RefCOCO+
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67
Accuracy
Vanilla
-0.288
17.181
34.65
52.119
Feb 3, 2026
Accuracy
Relative Performance
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Relative Performance
Vanilla
Visual Token Budget=57...
2026.02
67
100
SwiftVLM
Visual Token Budget=19...
2026.02
58.5
87.3
SwiftVLM
Visual Token Budget=12...
2026.02
46.6
69.6
FEATHER
Visual Token Budget=19...
2026.02
45.5
67.9
FEATHER
Visual Token Budget=12...
2026.02
34.3
51.2
FastV
Visual Token Budget=19...
2026.02
25.8
38.5
PDrop
Visual Token Budget=19...
2026.02
18.2
27.2
FastV
Visual Token Budget=12...
2026.02
11.1
16.6
SparseVLM
Visual Token Budget=19...
2026.02
7.5
11.2
VisionZip
Visual Token Budget=19...
2026.02
5.7
8.5
SparseVLM
Visual Token Budget=12...
2026.02
3.9
5.8
VisionZip
Visual Token Budget=12...
2026.02
3.6
5.4
PDrop
Visual Token Budget=12...
2026.02
2.3
3.4
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