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ReferIt3D dataset and benchmarks · SOTA2 Research

Research Datasets

ReferIt3D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Dense Captioning

ReferIt3D Nr3D (test)

45.53C Score (0.5 IoU)

13

Referring Expression Segmentation

ReferIt3D Nr3D

32.4mIoU

7

Object Detection

ReferIt3D Nr3D (test)

0.527mAP@0.5

5

3D Visual Grounding

ReferIt3D Nr3D (val)

25.23Accuracy@0.5IoU (Multiple)

5

3D Dense Captioning

ReferIt3D Nr3D (val)

33.71C Score @0.5IoU

5

Referring Expression Segmentation

ReferIt3D Sr3D

34.9mIoU

3

Popular tasks

3D Dense Captioning Referring Expression Segmentation Object Detection 3D Visual Grounding

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