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ResearchFormerly WizWand

MotionFix

Benchmarks

TaskDatasetSOTA resultTrendResults

Instruction-Based Motion Editing

MotionFix (Batch)

100R@1

10

Instruction-Based Motion Editing

MotionFix (Full)

64.36R@1

9

Generated-to-Target Retrieval

MotionFix (Batch)

100R@1

8

Motion-to-motion retrieval

MotionFix (Batch)

100R@1

7

Generated-to-Target Retrieval

MotionFix (test)

64.36R@1

7

Edited-to-Target Retrieval

MotionFix (test)

100R@1

7

Edited-to-Source Retrieval

MotionFix (test)

87.87R@1

7

Text-Based Motion Editing

MotionFix 4 (test)

64.36R@1

7

Text-Based Motion Editing

MotionFix Batch 4 (train/val)

100R@1

7

Motion-to-motion retrieval

MotionFix (test)

64.36R@1

6

Generated-to-Source Motion Retrieval

MotionFix

83.47R@1

5

Human motion collision resolution

MotionFix (test)

0.514Jitter

4

Text-driven motion editing

MotionFix (test)

100R@1

4

Text-conditioned motion editing

MotionFix

100R@1

4

Text-Based Human Motion Editing

MotionFix (test)

74.01R@1

3

MotionFix

84.94R@3

2