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Benchmarks
Knowledge-Based Visual Question Answering (Direct Answer) on A-OK-VQA (val)
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0.586
Accuracy
Ours + MCAN (LLaMA 2)
0.2948
0.3704
0.446
0.5216
Oct 20, 2023
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Ours + MCAN (LLaMA 2)
Backbone=LLaMA 2, Shot...
2023.10
0.586
Prophet
Shot Selection Strateg...
2023.10
0.582
Ours + MCAN (LLaMA)
Backbone=LLaMA, Shot S...
2023.10
0.574
Ours (LLaMA 2)
Backbone=LLaMA 2
2023.10
0.571
Ours (LLaMA)
Backbone=LLaMA
2023.10
0.544
GPV-2
2023.10
0.486
KRISP
2023.10
0.337
ClipCap
2023.10
0.309
LXMERT
2023.10
0.307
ViLBERT
2023.10
0.306
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