Visual Question Answering on AdVQA (C@10, C@r, AURC, Acc) benchmark leaderboard · SOTA2 Research

Visual Question Answering on AdVQA (C@10, C@r, AURC, Acc)

33.3C@10SIEVES

Evaluation Results

Method	Links
SIEVES2026.04		33.3	59.8	11.5	81.4
Selector2026.04		32.5	58.9	11.9	81.4
Selector2026.04		15	55	12.8	80.3
SIEVES2026.04		8.2	36.5	19.6	72.4
Selector2026.04		3.8	33.3	20.1	72.4
SIEVES2026.04		2.8	9.3	32.2	58.1
Selector2026.04		0.2	6.3	33	58.1
Logprobs2026.04		0.1	0.3	42.5	54.5
Selector2026.04		0	7.7	33.7	54.5
Logprobs2026.04		0	0	40.3	58.1
Zero-shot verb.2026.04		0	0	40.7	58.1
Zero-shot logit2026.04		0	0	38.6	58.1
Selector2026.04		0	19.4	25.2	68
Zero-shot verb.2026.04		0	27.5	24.9	72.4
Zero-shot logit2026.04		0	30.6	21.9	72.4
Zero-shot verb.2026.04		0	42.9	17	81.4
Zero-shot logit2026.04		0	42.9	17.3	81.4