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Remote Sensing Visual Question Answering on RSIVQA (unified)
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93.1
Yes/No Accuracy
GRASP
87.068
88.634
90.2
91.766
Jan 23, 2026
Yes/No Accuracy
Numerical Accuracy
Other Category Accuracy
AA
Updated 3d ago
Evaluation Results
Method
Method
Links
Yes/No Accuracy
Numerical Accuracy
Other Category Accuracy
AA
GRASP
Trainable Parameters (...
2026.01
93.1
61.5
89
81.2
LoRA
Trainable Parameters (...
2026.01
92
60.9
89.2
80.7
DoRA
Trainable Parameters (...
2026.01
91.7
61.1
89
80.6
VPT
Trainable Parameters (...
2026.01
91.2
61.2
81.4
77.9
Adapter
Trainable Parameters (...
2026.01
90.5
58
82.8
77.1
APrompt
Trainable Parameters (...
2026.01
90.4
51.6
77.4
73.1
Prompt Tuning
Trainable Parameters (...
2026.01
89.3
50.2
75.1
71.5
Qwen2.5-VL (Base)
2026.01
87.3
43.8
38.7
56.6
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