# Goal Conditioned Visual Navigation on RECON

Source: [Goal Conditioned Visual Navigation on RECON](<https://www.sota2.com/research/sota/goal-conditioned-visual-navigation-on-recon>)

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

Data updated: 2026-03-06T10:14:58.161Z

Evaluation of Goal Conditioned Visual Navigation performance on the RECON dataset, reporting metrics such as Absolute Trajectory Error (ATE) and Relative Trajectory Error (RTE).

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 | Goal Conditioned Visual Navigation |
| Dataset (including any stated split) | RECON |
| Metric | ATE |
| Unit | SCALAR |
| Direction | Lower 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

- [ATE](<https://www.sota2.com/research/sota/goal-conditioned-visual-navigation-on-recon.md?metric=ATE>): Lower is better; unit: SCALAR.

- [RTE](<https://www.sota2.com/research/sota/goal-conditioned-visual-navigation-on-recon.md?metric=RTE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | ATE | Result date | Report paper |
| --- | --- | --- | --- |
| NWM | 1.13 | Not recorded | 68fa77ea1e209131cea75f91 |
| NWM | 1.13 | Not recorded | 68fa77ea1e209131cea75f91 |
| SD-VAE | 1.262 | Not recorded | 69aa5f9a2d603e6de3e41a59 |
| CompACT | 1.33 | Not recorded | 69aa5f9a2d603e6de3e41a59 |
| CompACT | 1.373 | Not recorded | 69aa5f9a2d603e6de3e41a59 |
| FlexTok | 1.484 | Not recorded | 69aa5f9a2d603e6de3e41a59 |
| FlexTok | 1.625 | Not recorded | 69aa5f9a2d603e6de3e41a59 |
| NWM + NoMaD | 1.78 | Not recorded | 68fa77ea1e209131cea75f91 |
| NWM + NoMaD | 1.79 | Not recorded | 68fa77ea1e209131cea75f91 |
| NWM + NoMaD | 1.83 | Not recorded | 68fa77ea1e209131cea75f91 |
| GNM | 1.87 | Not recorded | 68fa77ea1e209131cea75f91 |
| GNM | 1.87 | Not recorded | 68fa77ea1e209131cea75f91 |
| NWM + NoMaD | 1.88 | Not recorded | 68fa77ea1e209131cea75f91 |
| Forward | 1.92 | Not recorded | 68fa77ea1e209131cea75f91 |
| NoMaD | 1.93 | Not recorded | 68fa77ea1e209131cea75f91 |
| NoMaD | 1.95 | Not recorded | 68fa77ea1e209131cea75f91 |

### NWM

ATE: 1.13. Result ID: 699574073badfaffe669e742.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

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

### NWM

ATE: 1.13. Result ID: 699574073badfaffe669e759.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

Recorded evaluation configuration: {"Planning mode":"Standalone Planning"}. This record does not assert independent reproduction.

### SD-VAE

ATE: 1.262. Result ID: 69aaa9156dbb7075b954ed47.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

Recorded evaluation configuration: {"#tok":"784","Latency":"178.78"}. This record does not assert independent reproduction.

### CompACT

ATE: 1.33. Result ID: 69aaa9156dbb7075b954ed4a.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Implementation](<https://github.com/kdwonn/CompACT>)

Recorded evaluation configuration: {"#tok":"16","Latency":"5.78"}. This record does not assert independent reproduction.

### CompACT

ATE: 1.373. Result ID: 69aaa9156dbb7075b954ed4b.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Implementation](<https://github.com/kdwonn/CompACT>)

Recorded evaluation configuration: {"#tok":"8","Latency":"4.83"}. This record does not assert independent reproduction.

### FlexTok

ATE: 1.484. Result ID: 69aaa9156dbb7075b954ed48.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa790f1e209131cea7be66.md>)

Recorded evaluation configuration: {"#tok":"64","Latency":"16.68"}. This record does not assert independent reproduction.

### FlexTok

ATE: 1.625. Result ID: 69aaa9156dbb7075b954ed49.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f9a2d603e6de3e41a59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa790f1e209131cea7be66.md>)

Recorded evaluation configuration: {"#tok":"16","Latency":"14.48"}. This record does not assert independent reproduction.

### NWM + NoMaD

ATE: 1.78. Result ID: 699574073badfaffe669e758.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

Recorded evaluation configuration: {"Number of samples":"32","Mode":"Ranking"}. This record does not assert independent reproduction.

### NWM + NoMaD

ATE: 1.79. Result ID: 699574073badfaffe669e741.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

Recorded evaluation configuration: {"sampling":"x32"}. This record does not assert independent reproduction.

### NWM + NoMaD

ATE: 1.83. Result ID: 699574073badfaffe669e757.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

Recorded evaluation configuration: {"Number of samples":"16","Mode":"Ranking"}. This record does not assert independent reproduction.

### GNM

ATE: 1.87. Result ID: 699574073badfaffe669e73e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f721e209131cea45a33.md>)

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

### GNM

ATE: 1.87. Result ID: 699574073badfaffe669e755.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f721e209131cea45a33.md>)

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

### NWM + NoMaD

ATE: 1.88. Result ID: 699574073badfaffe669e740.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Implementation](<https://amirbar.net/nwm>)

Recorded evaluation configuration: {"sampling":"x16"}. This record does not assert independent reproduction.

### Forward

ATE: 1.92. Result ID: 699574073badfaffe669e73d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

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

### NoMaD

ATE: 1.93. Result ID: 699574073badfaffe669e756.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70da1e209131cea4db31.md>)

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

### NoMaD

ATE: 1.95. Result ID: 699574073badfaffe669e73f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70da1e209131cea4db31.md>)

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

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