# Continuous Navigation on Target-Bench

Source: [Continuous Navigation on Target-Bench](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench>)

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

Data updated: 2026-06-15T06:58:19.197Z

Evaluation of Continuous Navigation performance on the Target-Bench dataset, reporting metrics such as ADE, FDE, MR, SE, AC, and Overall score.

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 | Continuous navigation |
| Dataset (including any stated split) | Target-Bench |
| Metric | ADE (Average Displacement Error) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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 (Average Displacement Error)](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=ADE%20(Average%20Displacement%20Error)>): Lower is better; unit: SCALAR.

- [FDE (Final Displacement Error)](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=FDE%20(Final%20Displacement%20Error)>): Lower is better; unit: SCALAR.

- [MR (Miss Rate)](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=MR%20(Miss%20Rate)>): Lower is better; unit: PERCENT.

- [SE (Success Rate)](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=SE%20(Success%20Rate)>): Higher is better; unit: PERCENT.

- [Accuracy (AC)](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=Accuracy%20(AC)>): Higher is better; unit: PERCENT.

- [Overall Score](<https://www.sota2.com/research/sota/continuous-navigation-on-target-bench.md?metric=Overall%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ADE (Average Displacement Error) | Result date | Report paper |
| --- | --- | --- | --- |
| TBS-5 | 0.263 | Not recorded | 6a2f8716d33dfb23e783bfbc |
| BoN-5 | 0.265 | Not recorded | 6a2f8716d33dfb23e783bfbc |
| TBS-3 | 0.276 | Not recorded | 6a2f8716d33dfb23e783bfbc |
| BoN-3 | 0.3 | Not recorded | 6a2f8716d33dfb23e783bfbc |
| BoN-1 | 0.541 | Not recorded | 6a2f8716d33dfb23e783bfbc |

### TBS-5

ADE (Average Displacement Error): 0.263. Result ID: 6a2fa1b6fbc373592c2b5a46.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

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

### BoN-5

ADE (Average Displacement Error): 0.265. Result ID: 6a2fa1b6fbc373592c2b5a45.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb01e209131cea89e58.md>)

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

### TBS-3

ADE (Average Displacement Error): 0.276. Result ID: 6a2fa1b6fbc373592c2b5a44.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

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

### BoN-3

ADE (Average Displacement Error): 0.3. Result ID: 6a2fa1b6fbc373592c2b5a43.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb01e209131cea89e58.md>)

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

### BoN-1

ADE (Average Displacement Error): 0.541. Result ID: 6a2fa1b6fbc373592c2b5a42.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f8716d33dfb23e783bfbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb01e209131cea89e58.md>)

Recorded evaluation configuration: {"Budget":"1"}. This record does not assert independent reproduction.

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