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ResearchFormerly WizWand

ReferIt3D

Benchmarks

TaskDatasetSOTA 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