# kNN Classification on FGVC-Aircraft Air

Source: [kNN Classification on FGVC-Aircraft Air](<https://www.sota2.com/research/sota/knn-classification-on-fgvc-aircraft-air>)

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

Data updated: 2026-02-26T06:06:48.060Z

Evaluation of kNN Classification performance on the FGVC-Aircraft Air subset.

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 | kNN Classification |
| Dataset (including any stated split) | FGVC-Aircraft Air |
| Metric | Top-1 Acc |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Top-1 Acc](<https://www.sota2.com/research/sota/knn-classification-on-fgvc-aircraft-air.md?metric=Top-1%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Acc | Result date | Report paper |
| --- | --- | --- | --- |
| Teachers | 92.06 | Not recorded | 694b737353fdd5c361739932 |
| AMoE | 90.77 | Not recorded | 694b737353fdd5c361739932 |

### Teachers

Top-1 Acc: 92.06. Result ID: 699816b85698665ec4709683.

[Reporting paper](<https://www.sota2.com/research/paper/694b737353fdd5c361739932.md>)

Recorded evaluation configuration: {"Budget":null,"Head":"SigLIP2","Resolution":"512x512"}. This record does not assert independent reproduction.

### AMoE

Top-1 Acc: 90.77. Result ID: 699816b85698665ec4709682.

[Reporting paper](<https://www.sota2.com/research/paper/694b737353fdd5c361739932.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694b737353fdd5c361739932.md>)

Recorded evaluation configuration: {"Budget":"0.23TT","Head":"Ensemble","Resolution":"512x512"}. This record does not assert independent reproduction.

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