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Vision-Language Alignment research benchmarks · SOTA2 Research

Vision-Language Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

83.67Accuracy

66

Jun 23, 2026

88Accuracy

66

Jun 23, 2026

100Accuracy

42

Jun 23, 2026

100Accuracy

42

Jun 23, 2026

Sugarcrepe swap-object

DCSM open-vocab

63.8Accuracy

4

Mar 12, 2026

VL-Checklist VG-spatial

DCSM open-vocab

63.5Accuracy

4

Mar 12, 2026

63.38Accuracy

3

Apr 27, 2026

Popular datasets

CIFAR ImageNet CINIC Winoground VL-Checklist

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