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Benchmarks
Visual Question Answering on SQA-I
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70.1
SQA-I Accuracy
PreSel
60.116
62.708
65.3
67.892
Mar 10, 2025
SQA-I Accuracy
Relative Metric
Updated 3d ago
Evaluation Results
Method
Method
Links
SQA-I Accuracy
Relative Metric
PreSel
Req. Inst.=15%, Sel. I...
2025.03
70.1
97.9
LLaVA-1.5-7B
Req. Inst.=100%, Sel....
2025.03
68.4
100
Qwen-VL-Chat
Req. Inst.=100%, Sel....
2025.03
68.2
-
TypiClust
Req. Inst.=15%, Sel. I...
2025.03
68.2
96.8
Random
Req. Inst.=15%, Sel. I...
2025.03
67.8
95.7
COINCIDE
Req. Inst.=100%, Sel....
2025.03
67.7
95.5
Perplexity
Req. Inst.=100%, Sel....
2025.03
67.2
91.9
EL2N
Req. Inst.=100%, Sel....
2025.03
66.5
93
IFD
Req. Inst.=100%, Sel....
2025.03
66.5
91.8
CLIP-Score
Req. Inst.=100%, Sel....
2025.03
64.5
90.3
Self-Filter
Req. Inst.=100%, Sel....
2025.03
62.3
88.8
BLIP-2
Req. Inst.=100%
2025.03
61
-
InstructBLIP-7B
Req. Inst.=100%, Sel....
2025.03
60.5
-
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