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Visual Question Answering on RSIVQA (test)
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92.4
Accuracy (Yes/No)
GRASP
85.224
87.087
88.95
90.813
Jan 23, 2026
Accuracy (Yes/No)
Accuracy (Numerical)
Accuracy (Other)
Accuracy (Overall)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Yes/No)
Accuracy (Numerical)
Accuracy (Other)
Accuracy (Overall)
GRASP
Params (M)=4.25
2026.01
92.4
63.6
78.9
78.3
LoRA
Params (M)=50.1
2026.01
91.2
62
78.4
77.2
DoRA
Params (M)=50.2
2026.01
91.2
62.7
78.7
77.5
VPT
Params (M)=6.7
2026.01
90.8
62.9
75.4
76.4
Adapter
Params (M)=16.7
2026.01
90.3
60.7
76.3
75.8
APrompt
Params (M)=16.1
2026.01
89
53
70.8
70.9
Prompt Tuning
Params (M)=0.41
2026.01
88.1
51.5
68.7
69.4
LLaVA-Next (Base)
2026.01
85.5
45.1
40.2
56.9
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