# Interactive Road Extraction on WorldRoadSeg-360k

Source: [Interactive Road Extraction on WorldRoadSeg-360k](<https://www.sota2.com/research/sota/interactive-road-extraction-on-worldroadseg-360k>)

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

Data updated: 2026-05-27T09:30:53.940Z

Evaluation of Interactive Road Extraction performance on the WorldRoadSeg-360k dataset, reporting inference time.

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 | Interactive Road Extraction |
| Dataset (including any stated split) | WorldRoadSeg-360k |
| Metric | Inference Time (ms) |
| Unit | TIME |
| Direction | Lower 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

- [Inference Time (ms)](<https://www.sota2.com/research/sota/interactive-road-extraction-on-worldroadseg-360k.md?metric=Inference%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Inference Time (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| ScribblePrompt | 30.76 | Not recorded | 6a167a8cdbd7150506f7ffd0 |
| RoadGIE | 39.52 | Not recorded | 6a167a8cdbd7150506f7ffd0 |
| ScribbleSeg | 97.31 | Not recorded | 6a167a8cdbd7150506f7ffd0 |
| EISeg | 270.28 | Not recorded | 6a167a8cdbd7150506f7ffd0 |
| SAM (ViT-b) | 283.65 | Not recorded | 6a167a8cdbd7150506f7ffd0 |
| PRISM | 305.36 | Not recorded | 6a167a8cdbd7150506f7ffd0 |

### ScribblePrompt

Inference Time (ms): 30.76. Result ID: 6a16b87afbc373592c102ca6.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74211e209131cea5fd4d.md>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

### RoadGIE

Inference Time (ms): 39.52. Result ID: 6a16b87afbc373592c102ca7.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

### ScribbleSeg

Inference Time (ms): 97.31. Result ID: 6a16b87afbc373592c102ca5.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed21e209131cea42685.md>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

### EISeg

Inference Time (ms): 270.28. Result ID: 6a16b87afbc373592c102ca4.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

### SAM (ViT-b)

Inference Time (ms): 283.65. Result ID: 6a16b87afbc373592c102ca2.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea437f2.md>)

[Implementation](<https://segment-anything.com/>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

### PRISM

Inference Time (ms): 305.36. Result ID: 6a16b87afbc373592c102ca3.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a8cdbd7150506f7ffd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72fd1e209131cea59d7a.md>)

Recorded evaluation configuration: {"Hardware":"Nvidia RTX3090 GPU","Prompt type":"random scribble","Input size":"512 pixels"}. This record does not assert independent reproduction.

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