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Papers Benchmarks Datasets Tasks

Relationship Prediction research benchmarks · SOTA2 Research

Relationship Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.4MRR

17

Apr 3, 2026

3RScan 3DSSG Geometric Segments 1.0 (test)

SceneGraphFusion

86Recall@1

14

Feb 26, 2026

ActionGenome4D corrected (test)

61.9Attention Precision

8

Mar 16, 2026

Continual biomedical relationship prediction 10 tasks

CMKL (text only)

13.6AP

7

May 12, 2026

SocialGraph3D 1.0 (Total)

56.6Precision

3

Jul 8, 2026

SocialGraph3D Map 11 1.0

56Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 10)

52Precision

3

Jul 8, 2026

SocialGraph3D Map 9 1.0

47.3Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 8)

77.5Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 7)

66.7Precision (Map 7)

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 6)

65Precision

3

Jul 8, 2026

SocialGraph3D Map 5 1.0

70Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 4)

50Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 3)

75Precision

3

Jul 8, 2026

SocialGraph3D 1.0 (Map 2)

65Precision

3

Jul 8, 2026

SocialGraph3D Map 1 1.0

75Precision

3

Jul 8, 2026

Popular datasets

SocialGraph3D Amazon 3RScan 3DSSG ActionGenome Continual biomedical relationship prediction

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