Visual Question Answering on Encyclopedic-VQA Full benchmark leaderboard · SOTA2 Research

Visual Question Answering on Encyclopedic-VQA Full

34.6AccuracyRMCD

Evaluation Results

Method	Links
RMCD2026.01		34.6
Max Probability2026.01		34.1
Concat2026.01		33.9
SCD2026.01		32.2
RAG2026.01		31.1
RMCD2026.01		31
Concat2026.01		30.9
SCD2026.01		29
RMCD2026.01		28.6
RAG2026.01		27.9
RAG2026.01		27.4
SCD2026.01		27.4
Max Probability2026.01		27.2
Concat2026.01		26
Consistency2026.01		24.6
RMCD2026.01		22.1
Max Probability2026.01		21.5
SCD2026.01		20.9
RAG2026.01		18.5
Consistency2026.01		17.6
Concat2026.01		17.6
Unconditional2026.01		17
Consistency2026.01		16.3
RMCD2026.01		14.1
SCD2026.01		13.1
Unconditional2026.01		12.7
Unconditional2026.01		12.6
Max Probability2026.01		12.4
Consistency2026.01		12.2
Unconditional2026.01		10.6
RAG2026.01		10.6
Max Probability2026.01		10.6
Unconditional2026.01		7.7
Consistency2026.01		6.3
Concat2026.01		6