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Polling-based Object Probing Evaluation (POPE) research benchmarks · SOTA2 Research

Polling-based Object Probing Evaluation (POPE)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSCOCO POPE (Popular)

Qwen2.5-VL-7B-Instr.

93.87Accuracy

22

Feb 26, 2026

GQA POPE Adversarial

81.92Accuracy

12

Feb 26, 2026

GQA POPE (Random)

89.6Accuracy

12

Feb 26, 2026

A-OKVQA POPE (Adversarial)

81.94Accuracy

12

Feb 26, 2026

A-OKVQA POPE Popular

0.881Accuracy

12

Feb 26, 2026

A-OKVQA POPE Random

89.6Accuracy

12

Feb 26, 2026

Popular datasets

A-OKVQA GQA MSCOCO GQA POPE

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