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Benchmarks
Referring Expression Comprehension on RefCOCO 80 (val)
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92.99
Accuracy
SimVG-TB
80.9468
84.0734
87.2
90.3266
Sep 26, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SimVG-TB
Visual Encoder=ViT-L/3...
2024.09
92.99
SimVG-DB
Visual Encoder=ViT-L/3...
2024.09
92.93
mPLUG-2
Visual Encoder=ViT-L/1...
2024.09
92.4
SimVG-DB
Visual Encoder=ViT-B/3...
2024.09
91.47
SimVG-DB
Visual Encoder=ViT-B/3...
2024.09
90.98
SimVG-TB
Visual Encoder=ViT-B/3...
2024.09
90.59
PolyFormer
Visual Encoder=Swin-L,...
2024.09
90.38
OFA-L
Visual Encoder=RN152,...
2024.09
90.05
PolyFormer
Visual Encoder=Swin-B,...
2024.09
89.73
GroundingDINO
Visual Encoder=Swin-T,...
2024.09
89.19
DQ-DETR
Visual Encoder=RN101,...
2024.09
88.63
UniTAB
Visual Encoder=RN101,...
2024.09
88.59
SeqTR
Visual Encoder=DN53, P...
2024.09
87
MDETR
Visual Encoder=RN101,...
2024.09
86.75
RefTR
Visual Encoder=RN101,...
2024.09
85.65
VILLA_L
Visual Encoder=RN101,...
2024.09
82.39
UNITER_L
Visual Encoder=RN101,...
2024.09
81.41
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