# 6-DOF Object Trajectory Synthesis on HD-EPIC

Source: [6-DOF Object Trajectory Synthesis on HD-EPIC](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic>)

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

Data updated: 2026-04-03T07:21:33.192Z

Evaluation of models synthesizing 6-Degree-of-Freedom object trajectories on the HD-EPIC dataset, typically measured using trajectory error metrics like ADE, FDE, and Collision Rate (CR).

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 | 6-DOF Object Trajectory Synthesis |
| Dataset (including any stated split) | HD-EPIC |
| Metric | ADE (m) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 11 of 11 |
| 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

- [ADE (m)](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=ADE%20(m)>): Lower is better; unit: SCALAR.

- [FDE (m)](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=FDE%20(m)>): Lower is better; unit: SCALAR.

- [FD (m)](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=FD%20(m)>): Lower is better; unit: SCALAR.

- [AC (m)](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=AC%20(m)>): Lower is better; unit: SCALAR.

- [Collision Rate (CR)](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=Collision%20Rate%20(CR)>): Lower is better; unit: PERCENT.

- [Frechet Error](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=Frechet%20Error>): Lower is better; unit: SCALAR.

- [Geodesic Error](<https://www.sota2.com/research/sota/6-dof-object-trajectory-synthesis-on-hd-epic.md?metric=Geodesic%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | ADE (m) | Result date | Report paper |
| --- | --- | --- | --- |
| EgoFlow | 0.279 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| GMT | 0.283 | Not recorded | 69bb830f0636e5bf4afc1a9d |
| GIMO | 0.285 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| GIMO | 0.411 | Not recorded | 69bb830f0636e5bf4afc1a9d |
| CHOIS | 0.446 | Not recorded | 69bb830f0636e5bf4afc1a9d |
| CHOIS | 0.471 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| M2Diffuser | 0.601 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| ManiFlow | 1.214 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| DP3 | 1.298 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| Egoscaler | 1.33 | Not recorded | 69cf496c0636e5bf4afcd8e9 |
| SPOT | 1.44 | Not recorded | 69cf496c0636e5bf4afcd8e9 |

### EgoFlow

ADE (m): 0.279. Result ID: 69cf6a6a47f34ce924b8db48.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

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

### GMT

ADE (m): 0.283. Result ID: 69bbcc3347f34ce924a64fd6.

[Reporting paper](<https://www.sota2.com/research/paper/69bb830f0636e5bf4afc1a9d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69bb830f0636e5bf4afc1a9d.md>)

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

### GIMO

ADE (m): 0.285. Result ID: 69cf6a6a47f34ce924b8db41.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d171e209131cea379cf.md>)

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

### GIMO

ADE (m): 0.411. Result ID: 69bbcc3347f34ce924a64fd4.

[Reporting paper](<https://www.sota2.com/research/paper/69bb830f0636e5bf4afc1a9d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d171e209131cea379cf.md>)

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

### CHOIS

ADE (m): 0.446. Result ID: 69bbcc3347f34ce924a64fd5.

[Reporting paper](<https://www.sota2.com/research/paper/69bb830f0636e5bf4afc1a9d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74201e209131cea5fce5.md>)

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

### CHOIS

ADE (m): 0.471. Result ID: 69cf6a6a47f34ce924b8db42.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74201e209131cea5fce5.md>)

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

### M2Diffuser

ADE (m): 0.601. Result ID: 69cf6a6a47f34ce924b8db47.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77cb1e209131cea755fd.md>)

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

### ManiFlow

ADE (m): 1.214. Result ID: 69cf6a6a47f34ce924b8db44.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

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

### DP3

ADE (m): 1.298. Result ID: 69cf6a6a47f34ce924b8db45.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c76.md>)

[Implementation](<https://github.com/YanjieZe/3D-Diffusion-Policy>)

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

### Egoscaler

ADE (m): 1.33. Result ID: 69cf6a6a47f34ce924b8db43.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79131e209131cea7bfd0.md>)

[Implementation](<https://biscue5.github.io/egoscaler-project-page/>)

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

### SPOT

ADE (m): 1.44. Result ID: 69cf6a6a47f34ce924b8db46.

[Reporting paper](<https://www.sota2.com/research/paper/69cf496c0636e5bf4afcd8e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788c1e209131cea78ff3.md>)

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

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