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Papers Benchmarks Datasets Tasks

Predicate Detection research benchmarks · SOTA2 Research

Predicate Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Visual Relation Detection (VRD) (All)

86.14Recall@50

40

Feb 27, 2026

Visual Relation Detection (VRD) Zero-shot

55.41Recall @ 50

34

Feb 27, 2026

DROID phasic episodes (test)

96.8F1 Score

12

May 14, 2026

98R@3

10

Mar 6, 2026

CoNLL English in-domain 2009 (test)

High-Order model

95.5F1 Score

10

Feb 26, 2026

VRD zero-shot (test)

23.6R@50

10

Feb 27, 2026

VRD - V + L + K

47.87Recall @ 100

8

Feb 27, 2026

Visual Genome (Entire Set)

55.89R@100 (k=1)

5

Feb 27, 2026

Visual Genome Zero-shot

11.28R@100 (k=1)

4

Feb 27, 2026

CoNLL WSJ 2005 (test)

98.9Precision

2

Feb 26, 2026

CoNLL 2012 (test)

99.8Precision

1

Feb 26, 2026

Popular datasets

Conll Visual Genome VRD Visual Relation Detection Visual Relation Detection (VRD)

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