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Papers Benchmarks Datasets Tasks

RAVEN dataset and benchmarks · SOTA2 Research

Research Datasets

RAVEN

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Abstract Visual Reasoning

Raven

98.7Accuracy

25

Abstract Visual Reasoning

RAVEN v1 (test)

93.6Average Accuracy

22

Relational Reasoning

RAVEN (test)

92.5Average Accuracy

5

Macro-Average (Simulation Tasks)

Raven Bench

88.57Success Rate (SR)

4

Assembling of Kits (d)

Raven Bench

95.21Success Rate

4

Finding Horizontal Symmetry Letters (c)

Raven Bench

80.01Success Rate

4

Placement of Blocks in Bowls (b)

Raven Bench

92.01Success Rate (SR)

4

Stacking of Blocks in Zone (a)

Raven Bench

87.82Success Rate (SR)

4

Popular tasks

Abstract Visual Reasoning Relational Reasoning Stacking of Blocks in Zone (a)Placement of Blocks in Bowls (b)Finding Horizontal Symmetry Letters (c)

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