# Classification on Glass2 FNS

Source: [Classification on Glass2 FNS](<https://www.sota2.com/research/sota/classification-on-glass2-fns>)

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

Data updated: 2026-03-23T11:25:55.337Z

Evaluation of Classification performance on the Glass2 dataset under the FNS condition, reporting Accuracy and Time metrics.

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 | Classification |
| Dataset (including any stated split) | Glass2 FNS |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/classification-on-glass2-fns.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Time (s)](<https://www.sota2.com/research/sota/classification-on-glass2-fns.md?metric=Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Best RA | 66.6 | Not recorded | 69c0c8e30636e5bf4afc39f4 |
| Best RT | 48.4 | Not recorded | 69c0c8e30636e5bf4afc39f4 |
| Best RB | 48.4 | Not recorded | 69c0c8e30636e5bf4afc39f4 |
| Baseline | 45.4 | Not recorded | 69c0c8e30636e5bf4afc39f4 |

### Best RA

Accuracy: 66.6. Result ID: 69c1233b47f34ce924a995e7.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

Recorded evaluation configuration: {"Model":"Best RA"}. This record does not assert independent reproduction.

### Best RT

Accuracy: 48.4. Result ID: 69c1233b47f34ce924a995e8.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

Recorded evaluation configuration: {"Model":"Best RT"}. This record does not assert independent reproduction.

### Best RB

Accuracy: 48.4. Result ID: 69c1233b47f34ce924a995e9.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

Recorded evaluation configuration: {"Model":"Best RB"}. This record does not assert independent reproduction.

### Baseline

Accuracy: 45.4. Result ID: 69c1233b47f34ce924a995e6.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8e30636e5bf4afc39f4.md>)

Recorded evaluation configuration: {"Model":"Baseline"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.