# Screen Reference Resolution on ScreenRef Category-level

Source: [Screen Reference Resolution on ScreenRef Category-level](<https://www.sota2.com/research/sota/screen-reference-resolution-on-screenref-category-level>)

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

Data updated: 2026-02-26T06:07:18.375Z

Evaluation of Screen Reference Resolution performance on the ScreenRef Category-level dataset, reporting Top-1 Error and Exact Match (EM) rates.

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 | Screen Reference Resolution |
| Dataset (including any stated split) | ScreenRef Category-level |
| Metric | Top-1 Error |
| Unit | PERCENT |
| Direction | Lower 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

- [Top-1 Error](<https://www.sota2.com/research/sota/screen-reference-resolution-on-screenref-category-level.md?metric=Top-1%20Error>): Lower is better; unit: PERCENT.

- [Exact Match (EM)](<https://www.sota2.com/research/sota/screen-reference-resolution-on-screenref-category-level.md?metric=Exact%20Match%20(EM)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Error | Result date | Report paper |
| --- | --- | --- | --- |
| Cat. Oracle | 0 | Not recorded | 68fa6fb11e209131cea46ecb |
| No text Oracle | 0 | Not recorded | 68fa6fb11e209131cea46ecb |
| SRR | 0.011 | Not recorded | 68fa6fb11e209131cea46ecb |
| Heuristic | 0.065 | Not recorded | 68fa6fb11e209131cea46ecb |

### Cat. Oracle

Top-1 Error: 0. Result ID: 6990e6f53a6c31484904265a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fb11e209131cea46ecb.md>)

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

### No text Oracle

Top-1 Error: 0. Result ID: 6990e6f53a6c31484904265b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fb11e209131cea46ecb.md>)

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

### SRR

Top-1 Error: 0.011. Result ID: 6990e6f53a6c314849042659.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fb11e209131cea46ecb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fb11e209131cea46ecb.md>)

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

### Heuristic

Top-1 Error: 0.065. Result ID: 6990e6f53a6c314849042658.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fb11e209131cea46ecb.md>)

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

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