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Knowledge-based Visual Question Answering on Infoseek M2KR
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50.5
Accuracy
PMSR
20.6312
28.3856
36.14
43.8944
Feb 13, 2024
May 17, 2024
Aug 19, 2024
Nov 21, 2024
Feb 23, 2025
May 28, 2025
Aug 31, 2025
Accuracy
Accuracy (Unseen Entity)
Accuracy (Unseen Question)
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy
Accuracy (Unseen Entity)
Accuracy (Unseen Question)
PMSR
Retriever=SigLIP2-g, M...
2025.08
50.5
-
-
PMSR
Retriever=SigLIP2-g, M...
2025.08
41.5
-
-
PMSR
Retriever=SigLIP2-g, M...
2025.08
38.3
-
-
MMKB-RAG
Retriever=PreFLMR ViT-...
2025.08
34.7
-
-
RA-VQAv2 w/ PreFLMR
Retriever=PreFLMR
2024.02
30.65
-
-
Baseline (no retrieval)
Retrieval=None
2024.02
21.8
-
-
RA-VQAv2 w/o retrieval
Retrieval=None
2024.02
21.78
-
-
PALI-X
Parameters=55B
2024.02
-
50.7
56.4
AVIS
Type=Hybrid system
2024.02
-
50.7
56.4
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