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Benchmarks
Knowledge-Based Visual Question Answering (Direct Answer) on A-OKVQA (test)
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57.5
Accuracy
Ours + MCAN (LLaMA 2)
24.636
33.168
41.7
50.232
Oct 20, 2023
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Ours + MCAN (LLaMA 2)
Backbone=LLaMA 2, Shot...
2023.10
57.5
Prophet
Shot Selection Strateg...
2023.10
55.7
Ours (LLaMA 2)
Backbone=LLaMA 2
2023.10
55.4
Ours + MCAN (LLaMA)
Backbone=LLaMA, Shot S...
2023.10
55
Ours (LLaMA)
Backbone=LLaMA
2023.10
53.8
Unified-IO
2023.10
45.2
GPV-2
2023.10
40.7
KRISP
2023.10
27.1
ClipCap
2023.10
25.9
ViLBERT
2023.10
25.9
LXMERT
2023.10
25.9
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