# Nth-farthest on Nth-farthest (test)

Source: [Nth-farthest on Nth-farthest (test)](<https://www.sota2.com/research/sota/nth-farthest-on-nth-farthest-test>)

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

Data updated: 2026-02-26T05:27:39.236Z

Evaluation of performance on the Nth-farthest task using the Nth-farthest (test) dataset, measured using Accuracy.

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 | Nth-farthest |
| Dataset (including any stated split) | Nth-farthest (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/nth-farthest-on-nth-farthest-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| STM | 98 | Not recorded | 68fa67b71e209131cea180e9 |
| STM | 95 | Not recorded | 68fa67b71e209131cea180e9 |
| RMC | 91 | Not recorded | 68fa67b71e209131cea180e9 |
| STM | 84 | Not recorded | 68fa67b71e209131cea180e9 |
| DNC | 25 | Not recorded | 68fa67b71e209131cea180e9 |
| TPR | 13 | Not recorded | 68fa67b71e209131cea180e9 |

### STM

Accuracy: 98. Result ID: 698d41538b517eb4332023be.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Implementation](<https://github.com/thaihungle/SAM>)

Recorded evaluation configuration: {"nq":8}. This record does not assert independent reproduction.

### STM

Accuracy: 95. Result ID: 698d41538b517eb4332023bd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Implementation](<https://github.com/thaihungle/SAM>)

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

### RMC

Accuracy: 91. Result ID: 698d41538b517eb4332023ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64871e209131cea052f9.md>)

[Implementation](<https://github.com/deepmind/sonnet/blob/master/sonnet/python/modules/relational_memory.py>)

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

### STM

Accuracy: 84. Result ID: 698d41538b517eb4332023bc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Implementation](<https://github.com/thaihungle/SAM>)

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

### DNC

Accuracy: 25. Result ID: 698d41538b517eb4332023b9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

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

### TPR

Accuracy: 13. Result ID: 698d41538b517eb4332023bb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea180e9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65371e209131cea09032.md>)

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

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