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Vision-Language Compositionality research benchmarks · SOTA2 Research

Vision-Language Compositionality

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88.06Accuracy

20

Feb 27, 2026

VisMin Hard (test)

Qwen2.5-VL-7B + FOCUS

84.47Text Score (T)

16

Jun 23, 2026

85.17Accuracy

3

Apr 27, 2026

WhatsUp B (1 × 4 groups)

49.94GroupScore

2

Apr 27, 2026

WhatsUp A 1 × 4 groups

56.8GroupScore

2

Apr 27, 2026

Popular datasets

WhatsUp SugarCrepe ColorSwap VisMin

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