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Papers Benchmarks Datasets Tasks

Semantic Correspondence research benchmarks – Page 2 · SOTA2 Research

Semantic Correspondence

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AP-10K Cross-Species

8.8PCK@0.01

7

Jul 7, 2026

SPair-71k (ablation)

75.5Phi (bbox, alpha=0.1)

6

Feb 26, 2026

PASCAL 3D+ (test)

0.317AP

4

Feb 26, 2026

Reference-target image pairs 840p

8.3FPS

3

Apr 21, 2026

62Bicycle Score

3

Feb 26, 2026

PF-PASCAL (unbiased w/o 302 images)

84.5PCK@0.1

3

Feb 26, 2026

PF-PASCAL unbiased w/o 95 image pairs

84.2PCK@0.1

3

Feb 26, 2026

92.8PCK (α1=0.1)

2

Feb 26, 2026

SHREC Watertight 2007 (test)

52.73Accuracy

2

Feb 26, 2026

Page 2 of 2

Popular datasets

SPair AP-10K PF-Pascal PF-WILLOW CUB

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