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Papers Benchmarks Datasets Tasks

Pointwise Scoring research benchmarks · SOTA2 Research

Pointwise Scoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MLLM-as-a-Judge in-domain v1.0 (test)

LLaVA-Critic-72B

80.2ImageDC Score

9

Feb 26, 2026

MMHal pointwise

0.949Kendall's Tau

9

Feb 26, 2026

L-Wilder pointwise

0.994Kendall's Tau

9

Feb 26, 2026

LLaVA-W pointwise

LLaVA-Critic-7B

0.949Kendall's Tau

9

Feb 26, 2026

LLaVA-B pointwise

LLaVA-Critic-7B

0.846Kendall's Tau

9

Feb 26, 2026

WildVision (pointwise)

0.949Kendall's Tau

9

Feb 26, 2026

MMVet pointwise

0.974Kendall's Tau

9

Feb 26, 2026

ImageDC pointwise

0.949Kendall's Tau

9

Feb 26, 2026

Popular datasets

MMVet WildVision LLaVA ImageDC LLaVA-B

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