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Sr3D dataset and benchmarks · SOTA2 Research

Research Datasets

Sr3D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Visual Grounding

Sr3D (test)

81.7Overall Accuracy

73

3D Visual Grounding

Sr3D

81.5Overall Accuracy

27

3D Referring Expression Segmentation

SR3D

70.95Acc@0.25

11

3D referring expression comprehension

SR3D ReferIt3D (test)

67Overall Accuracy

11

Scene Retrieval

Sr3D (n=10)

4.6R@1

8

Scene Retrieval

Sr3D n=5

3R@1

8

3D Visual Grounding

SR3D (val)

57.2Accuracy@0.25

6

Viewpoint Grounding

Sr3D

23.6Recall@1

6

Scene Retrieval

Sr3D

3.89R@1-1

5

Text-based Object Retrieval

Sr3D

26Acc@0.1

5

3D Referring Expression Comprehension

SR3D

70.95Accuracy @ IoU=0.25

2

Popular tasks

3D Visual Grounding Scene Retrieval 3D referring expression comprehension 3D Referring Expression Segmentation Text-based Object Retrieval

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