# Multi-dancer movement generation on AIOZ-GDance (test)

Source: [Multi-dancer movement generation on AIOZ-GDance (test)](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:45:44.098Z

Evaluation of models generating multi-dancer movement sequences using the test split of the AIOZ-GDance dataset, assessed using metrics including GMR, GMC, TIF, FID, Div, and MMC.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Multi-dancer movement generation |
| Dataset (including any stated split) | AIOZ-GDance (test) |
| Metric | GMR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [GMR](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=GMR>): Higher is better; unit: SCALAR.

- [GMC](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=GMC>): Higher is better; unit: SCALAR.

- [TIF](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=TIF>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=FID>): Lower is better; unit: SCALAR.

- [Div](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=Div>): Higher is better; unit: SCALAR.

- [MMC](<https://www.sota2.com/research/sota/multi-dancer-movement-generation-on-aioz-gdance-test.md?metric=MMC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | GMR | Result date | Report paper |
| --- | --- | --- | --- |
| GDanceR | 58.79 | Not recorded | 68fa76e61e209131cea6fc57 |
| GDanceR | 55.85 | Not recorded | 68fa76e61e209131cea6fc57 |
| GDanceR | 55.05 | Not recorded | 68fa76e61e209131cea6fc57 |
| GDanceR | 53.83 | Not recorded | 68fa76e61e209131cea6fc57 |
| GCD | 38.43 | Not recorded | 68fa76e61e209131cea6fc57 |
| GCD | 36.28 | Not recorded | 68fa76e61e209131cea6fc57 |
| GCD | 36.25 | Not recorded | 68fa76e61e209131cea6fc57 |
| GCD | 34.09 | Not recorded | 68fa76e61e209131cea6fc57 |
| CoDancers | 27.23 | Not recorded | 68fa76e61e209131cea6fc57 |
| CoDancers | 26.44 | Not recorded | 68fa76e61e209131cea6fc57 |
| CoDancers | 26.34 | Not recorded | 68fa76e61e209131cea6fc57 |
| CoDancers | 24.53 | Not recorded | 68fa76e61e209131cea6fc57 |
| TCDiff | 15.77 | Not recorded | 68fa76e61e209131cea6fc57 |
| TCDiff | 15.36 | Not recorded | 68fa76e61e209131cea6fc57 |
| TCDiff | 13.44 | Not recorded | 68fa76e61e209131cea6fc57 |
| TCDiff | 10.97 | Not recorded | 68fa76e61e209131cea6fc57 |

### GDanceR

GMR: 58.79. Result ID: 699466213a6c3148491cfb8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d4a.md>)

[Implementation](<https://aioz-ai.github.io/AIOZ-GDANCE/>)

Recorded evaluation configuration: {"Dancers#":"4"}. This record does not assert independent reproduction.

### GDanceR

GMR: 55.85. Result ID: 699466213a6c3148491cfb8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d4a.md>)

[Implementation](<https://aioz-ai.github.io/AIOZ-GDANCE/>)

Recorded evaluation configuration: {"Dancers#":"3"}. This record does not assert independent reproduction.

### GDanceR

GMR: 55.05. Result ID: 699466213a6c3148491cfb8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d4a.md>)

[Implementation](<https://aioz-ai.github.io/AIOZ-GDANCE/>)

Recorded evaluation configuration: {"Dancers#":"5"}. This record does not assert independent reproduction.

### GDanceR

GMR: 53.83. Result ID: 699466213a6c3148491cfb8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d4a.md>)

[Implementation](<https://aioz-ai.github.io/AIOZ-GDANCE/>)

Recorded evaluation configuration: {"Dancers#":"2"}. This record does not assert independent reproduction.

### GCD

GMR: 38.43. Result ID: 699466213a6c3148491cfb92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef4e.md>)

[Implementation](<https://aioz-ai.github.io/GCD/>)

Recorded evaluation configuration: {"Dancers#":"5"}. This record does not assert independent reproduction.

### GCD

GMR: 36.28. Result ID: 699466213a6c3148491cfb91.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef4e.md>)

[Implementation](<https://aioz-ai.github.io/GCD/>)

Recorded evaluation configuration: {"Dancers#":"4"}. This record does not assert independent reproduction.

### GCD

GMR: 36.25. Result ID: 699466213a6c3148491cfb90.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef4e.md>)

[Implementation](<https://aioz-ai.github.io/GCD/>)

Recorded evaluation configuration: {"Dancers#":"3"}. This record does not assert independent reproduction.

### GCD

GMR: 34.09. Result ID: 699466213a6c3148491cfb8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef4e.md>)

[Implementation](<https://aioz-ai.github.io/GCD/>)

Recorded evaluation configuration: {"Dancers#":"2"}. This record does not assert independent reproduction.

### CoDancers

GMR: 27.23. Result ID: 699466213a6c3148491cfb94.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

Recorded evaluation configuration: {"Dancers#":"3"}. This record does not assert independent reproduction.

### CoDancers

GMR: 26.44. Result ID: 699466213a6c3148491cfb95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

Recorded evaluation configuration: {"Dancers#":"4"}. This record does not assert independent reproduction.

### CoDancers

GMR: 26.34. Result ID: 699466213a6c3148491cfb96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

Recorded evaluation configuration: {"Dancers#":"5"}. This record does not assert independent reproduction.

### CoDancers

GMR: 24.53. Result ID: 699466213a6c3148491cfb93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

Recorded evaluation configuration: {"Dancers#":"2"}. This record does not assert independent reproduction.

### TCDiff

GMR: 15.77. Result ID: 699466213a6c3148491cfb97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Implementation](<https://wanluzhu.github.io/TCDiffusion/>)

Recorded evaluation configuration: {"Dancers#":"2"}. This record does not assert independent reproduction.

### TCDiff

GMR: 15.36. Result ID: 699466213a6c3148491cfb9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Implementation](<https://wanluzhu.github.io/TCDiffusion/>)

Recorded evaluation configuration: {"Dancers#":"5"}. This record does not assert independent reproduction.

### TCDiff

GMR: 13.44. Result ID: 699466213a6c3148491cfb99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Implementation](<https://wanluzhu.github.io/TCDiffusion/>)

Recorded evaluation configuration: {"Dancers#":"4"}. This record does not assert independent reproduction.

### TCDiff

GMR: 10.97. Result ID: 699466213a6c3148491cfb98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e61e209131cea6fc57.md>)

[Implementation](<https://wanluzhu.github.io/TCDiffusion/>)

Recorded evaluation configuration: {"Dancers#":"3"}. This record does not assert independent reproduction.

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