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Benchmarks
Referring Expression Grounding on OCID-Ref
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94.6
Accuracy (Overall)
VC-1
62.048
70.499
78.95
87.401
May 9, 2024
Accuracy (Overall)
Accuracy (Max Clutter)
Accuracy (Medium Clutter)
Accuracy (Min Clutter)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Overall)
Accuracy (Max Clutter)
Accuracy (Medium Clutter)
Accuracy (Min Clutter)
VC-1
Architecture=ViT-based...
2024.05
94.6
93.7
96.5
93.7
SD-VAE
Type=vision-encoder-only
2024.05
94.3
93.2
96.3
93.4
SCR
protocol=frozen, Backb...
2024.05
92.9
91.1
95.9
91.8
Voltron
2024.05
92.5
96.9
91.8
90.2
SCR-FT
protocol=fine-tuned, B...
2024.05
91.8
90.1
94.8
90.8
CLIP
Architecture=ViT-based
2024.05
68.1
60.3
76.6
67
R3M
2024.05
63.3
55.3
68.3
63.3
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