Visual Question Answering on MME RW-L benchmark leaderboard · SOTA2 Research

Visual Question Answering on MME RW-L

12.2C@5SIEVES

Evaluation Results

Method	Links
SIEVES2026.04		12.2	32.3	21.5	63.2
Selector2026.04		5.1	34.7	21.9	60.9
SIEVES2026.04		4	18.7	31	51.3
SIEVES2026.04		1.7	17.5	28.4	58.7
Selector2026.04		1.2	28.2	22.8	63.2
Selector2026.04		1.1	13.4	29.3	56.9
Logprobs2026.04		0.1	8.3	35.3	51.6
Selector2026.04		0.1	16.6	28.6	58.7
Selector2026.04		0	17.8	30.4	51.6
Logprobs2026.04		0	0.7	43.5	51.3
Zero-shot verb.2026.04		0	0	43.5	51.3
Zero-shot logit2026.04		0	4.7	36.4	51.3
Selector2026.04		0	16.9	31.9	51.3
Zero-shot verb.2026.04		0	0	36.1	58.7
Zero-shot logit2026.04		0	4.8	35.3	58.7
Zero-shot verb.2026.04		0	9.3	28.2	63.2
Zero-shot logit2026.04		0	19.5	26.4	63.2