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ResearchFormerly WizWand

Text2Shape

Benchmarks

TaskDatasetSOTA resultTrendResults

Text-to-Shape retrieval

Text2Shape (test)

12.72RR@1

15

Text-to-Shape Retrieval

Text2Shape

17.53RR@1

10

Shape-to-Text Retrieval

Text2Shape

28.11RR@1

10

Shape-to-Text retrieval

Text2Shape (test)

19.38RR@1

8

Text-to-shape generation

Text2Shape

91.3Accuracy

4

Text-conditioned 3D shape generation

Text2Shape (original)

52.43CLIP-S

4

Text-to-Shape Retrieval

Text2Shape SO(3) (test)

13.2RR@1

3

Text-to-shape generation

Text2Shape 5 (test)

16.21IoU

3

recursive text-conditioned shape generation

Text2Shape++ (4, +inf) phrases

58.18CLIP-S

2

recursive text-conditioned shape generation

Text2Shape++ (2, 4] phrases

53.38CLIP-S

2

Text-conditioned 3D Shape Generation

Text2Shape++

52.43CLIP-S

2