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Papers Benchmarks Datasets Tasks

Semantic Matching research benchmarks · SOTA2 Research

Semantic Matching

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PWarpC-NC-Net*res101

97.5FG3DCar PCK@0.05

27

Feb 26, 2026

96.7PCK (FG)

24

Feb 26, 2026

SPair-71k 1.0 (test)

75.3PCK@0.1 (Aero)

16

Feb 26, 2026

SPair-71k (val)

TransforMatcher

53.7PCK (@alpha_bbox=0.1)

15

Feb 26, 2026

75.3PCK@0.05

14

Feb 26, 2026

Ours(DINOv2+ResNet)

85.2PCK @ alpha_bbox (0.1)

9

Feb 26, 2026

Popular datasets

SPair TSS SPair-71k

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