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Benchmarks
Referring Expression Comprehension on RefCOCO 80 (testA)
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94.86
Accuracy
SimVG-TB
86.7272
88.8386
90.95
93.0614
Sep 26, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
SimVG-TB
Visual Encoder=ViT-L/3...
2024.09
94.86
SimVG-DB
Visual Encoder=ViT-L/3...
2024.09
94.7
mPLUG-2
Visual Encoder=ViT-L/14
2024.09
94.51
SimVG-DB
Visual Encoder=ViT-B/3...
2024.09
93.65
OFA-L
Visual Encoder=RN152
2024.09
92.93
PolyFormer
Visual Encoder=Swin-L
2024.09
92.89
SimVG-TB
Visual Encoder=ViT-B/3...
2024.09
92.8
SimVG-DB
Visual Encoder=ViT-B/3...
2024.09
92.68
GroundingDINO
Visual Encoder=Swin-T
2024.09
91.86
PolyFormer
Visual Encoder=Swin-B
2024.09
91.73
UniTAB
Visual Encoder=RN101
2024.09
91.06
DQ-DETR
Visual Encoder=RN101
2024.09
91.04
SeqTR
Visual Encoder=DN53
2024.09
90.15
MDETR
Visual Encoder=RN101
2024.09
89.58
RefTR
Visual Encoder=RN101
2024.09
88.73
VILLA_L
Visual Encoder=RN101
2024.09
87.48
UNITER_L
Visual Encoder=RN101
2024.09
87.04
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