# Human-human interaction motion generation on Inter-X (Full)

Source: [Human-human interaction motion generation on Inter-X (Full)](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full>)

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

Data updated: 2026-02-26T05:59:14.345Z

Evaluation of models generating human-human interaction motion sequences on the full split of the Inter-X dataset, assessed using R-Precision variants, FID, MM Distance, Diversity, MModality, PJ, and AUJ.

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 | human-human interaction motion generation |
| Dataset (including any stated split) | Inter-X (Full) |
| Metric | R-Precision (Top 1) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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

- [R-Precision (Top 1)](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=R-Precision%20(Top%201)>): Higher is better; unit: SCALAR.

- [R-Precision (Top 2)](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=R-Precision%20(Top%202)>): Higher is better; unit: SCALAR.

- [R-Precision (Top 3)](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=R-Precision%20(Top%203)>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=FID>): Lower is better; unit: SCALAR.

- [MM Dist](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=MM%20Dist>): Lower is better; unit: SCALAR.

- [Diversity](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=Diversity>): Higher is better; unit: SCALAR.

- [MModality](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=MModality>): Higher is better; unit: SCALAR.

- [PJ](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=PJ>): Lower is better; unit: SCALAR.

- [AUJ](<https://www.sota2.com/research/sota/human-human-interaction-motion-generation-on-inter-x-full.md?metric=AUJ>): Lower is better; unit: SCALAR.

## Recorded results

| Method | R-Precision (Top 1) | Result date | Report paper |
| --- | --- | --- | --- |
| Interact2Ar | 0.453 | Not recorded | 694a22519eebe296e72aab5b |
| Interact2Ar | 0.441 | Not recorded | 694a22519eebe296e72aab5b |
| Interact2Ar | 0.436 | Not recorded | 694a22519eebe296e72aab5b |
| Interact2Ar | 0.433 | Not recorded | 694a22519eebe296e72aab5b |
| Ground Truth | 0.431 | Not recorded | 694a22519eebe296e72aab5b |
| Ground Truth | 0.429 | Not recorded | 694a22519eebe296e72aab5b |
| Interact2Ar | 0.422 | Not recorded | 694a22519eebe296e72aab5b |
| InterMask | 0.415 | Not recorded | 694a22519eebe296e72aab5b |
| InterGen | 0.411 | Not recorded | 694a22519eebe296e72aab5b |
| InterMask | 0.403 | Not recorded | 694a22519eebe296e72aab5b |
| Ground Truth | 0.399 | Not recorded | 694a22519eebe296e72aab5b |
| Interact2Ar | 0.382 | Not recorded | 694a22519eebe296e72aab5b |
| InterMask | 0.36 | Not recorded | 694a22519eebe296e72aab5b |
| InterGen | 0.357 | Not recorded | 694a22519eebe296e72aab5b |
| InterGen | 0.327 | Not recorded | 694a22519eebe296e72aab5b |
| T2M | 0.211 | Not recorded | 694a22519eebe296e72aab5b |
| T2M | 0.196 | Not recorded | 694a22519eebe296e72aab5b |
| T2M | 0.184 | Not recorded | 694a22519eebe296e72aab5b |

### Interact2Ar

R-Precision (Top 1): 0.453. Result ID: 699819555698665ec473303e.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### Interact2Ar

R-Precision (Top 1): 0.441. Result ID: 699819555698665ec4733050.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive":true}. This record does not assert independent reproduction.

### Interact2Ar

R-Precision (Top 1): 0.436. Result ID: 699819555698665ec473303d.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":false}. This record does not assert independent reproduction.

### Interact2Ar

R-Precision (Top 1): 0.433. Result ID: 699819555698665ec473304f.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive":false}. This record does not assert independent reproduction.

### Ground Truth

R-Precision (Top 1): 0.431. Result ID: 699819555698665ec4733039.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Ground Truth

R-Precision (Top 1): 0.429. Result ID: 699819555698665ec473304b.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Interact2Ar

R-Precision (Top 1): 0.422. Result ID: 699819555698665ec473304a.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### InterMask

R-Precision (Top 1): 0.415. Result ID: 699819555698665ec473303c.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773f1e209131cea71f87.md>)

[Implementation](<https://gohar-malik.github.io/intermask>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### InterGen

R-Precision (Top 1): 0.411. Result ID: 699819555698665ec473303b.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ab1e209131cea57bec.md>)

[Implementation](<https://tr3e.github.io/intergen-page/>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### InterMask

R-Precision (Top 1): 0.403. Result ID: 699819555698665ec473304e.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773f1e209131cea71f87.md>)

[Implementation](<https://gohar-malik.github.io/intermask>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Ground Truth

R-Precision (Top 1): 0.399. Result ID: 699819555698665ec4733045.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Interact2Ar

R-Precision (Top 1): 0.382. Result ID: 699819555698665ec4733049.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":false}. This record does not assert independent reproduction.

### InterMask

R-Precision (Top 1): 0.36. Result ID: 699819555698665ec4733048.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773f1e209131cea71f87.md>)

[Implementation](<https://gohar-malik.github.io/intermask>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### InterGen

R-Precision (Top 1): 0.357. Result ID: 699819555698665ec4733047.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ab1e209131cea57bec.md>)

[Implementation](<https://tr3e.github.io/intergen-page/>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### InterGen

R-Precision (Top 1): 0.327. Result ID: 699819555698665ec473304d.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ab1e209131cea57bec.md>)

[Implementation](<https://tr3e.github.io/intergen-page/>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### T2M

R-Precision (Top 1): 0.211. Result ID: 699819555698665ec473303a.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### T2M

R-Precision (Top 1): 0.196. Result ID: 699819555698665ec4733046.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: {"autoregressive generation":true}. This record does not assert independent reproduction.

### T2M

R-Precision (Top 1): 0.184. Result ID: 699819555698665ec473304c.

[Reporting paper](<https://www.sota2.com/research/paper/694a22519eebe296e72aab5b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
