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Papers Benchmarks Datasets Tasks

EmbSpatial dataset and benchmarks · SOTA2 Research

Research Datasets

EmbSpatial

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Spatial Reasoning

EmbSpatial

90.3Overall Accuracy

131

Spatial Understanding

EmbSpatial

81Accuracy

38

Embodied Spatial Question Answering

EmbSpatial

87.9Score

14

Embodied Spatial Reasoning

EmbSpatial

78.7Accuracy

14

EmbSpatial

80.71Accuracy

14

Spatial Reasoning

EmbSpatial (val)

83.1Accuracy

10

Spatial Reasoning (Single-Image)

EmbSpatial

72.5Accuracy

10

Spatial relationship understanding

EmbSpatial

62.09Accuracy

8

Multimodal Spatial Reasoning

EmbSpatial

67.79Accuracy

8

Spatial Relation Classification

EmbSpatial

90.29Left Accuracy

8

Embodied Localization

EmbSpatial

81.9Score

4

Popular tasks

Spatial Reasoning Spatial Relationship Understanding Spatial Understanding Spatial VQA Spatial Reasoning (Single-Image)

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