# Atomic Localization on SFIN Dataset

Source: [Atomic Localization on SFIN Dataset](<https://www.sota2.com/research/sota/atomic-localization-on-sfin-dataset>)

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

Data updated: 2026-03-20T10:09:01.407Z

Evaluation of Atomic Localization performance on the SFIN Dataset, measured using Intersection over Union (IoU).

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 | Atomic Localization |
| Dataset (including any stated split) | SFIN Dataset |
| Metric | IoU |
| Unit | PERCENT |
| Direction | Higher 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

- [IoU](<https://www.sota2.com/research/sota/atomic-localization-on-sfin-dataset.md?metric=IoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | IoU | Result date | Report paper |
| --- | --- | --- | --- |
| SCGN | 60.83 | Not recorded | 69bcd4a30636e5bf4afc2b32 |
| SFIN | 56.94 | Not recorded | 69bcd4a30636e5bf4afc2b32 |
| HINT | 49.24 | Not recorded | 69bcd4a30636e5bf4afc2b32 |
| AtomSegNet | 45.07 | Not recorded | 69bcd4a30636e5bf4afc2b32 |
| Gaussian | 7.36 | Not recorded | 69bcd4a30636e5bf4afc2b32 |

### SCGN

IoU: 60.83. Result ID: 69bd1ca247f34ce924a7ca45.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

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

### SFIN

IoU: 56.94. Result ID: 69bd1ca247f34ce924a7ca43.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77cd1e209131cea756a1.md>)

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

### HINT

IoU: 49.24. Result ID: 69bd1ca247f34ce924a7ca44.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae11e209131cea85a1a.md>)

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

### AtomSegNet

IoU: 45.07. Result ID: 69bd1ca247f34ce924a7ca42.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

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

### Gaussian

IoU: 7.36. Result ID: 69bd1ca247f34ce924a7ca41.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd4a30636e5bf4afc2b32.md>)

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

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