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ResearchFormerly WizWand

3D-FUTURE

Benchmarks

TaskDatasetSOTA resultTrendResults

Multi-view generation

3D-FUTURE

23.5PSNR

9

Human-Object Interaction Generation

3D-FUTURE (test)

0Ts

7

3D-FUTURE (test)

86.1Accuracy

6

Furniture Synthesis

3D-FUTURE 4 (unseen)

5.03FID

5

Scene reconstruction

3D-FUTURE

0.009CD

4

Compositional 3D Scene Generation

3D-FUTURE first 200 scenes (test)

56,240Chamfer Distance (CD)

4

Human-Object Interaction Generation

3D-FUTURE 9 (test)

4.06Hfeet

4

Human-Object Interaction Generation

3D-FUTURE generalization (test)

0.154FID

3

Human-Object Interaction Generation

3D-FUTURE (unseen objects, active frames)

6.05Dhand

2

Long-term Human-Object Interaction Synthesis

3D-FUTURE

2.41Temporal Start Error (Ts)

2