# Open-vocabulary semantic segmentation on LPCVC Track 2 leaderboard 2025 (test)

Source: [Open-vocabulary semantic segmentation on LPCVC Track 2 leaderboard 2025 (test)](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-lpcvc-track-2-leaderboard-2025-test>)

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

Data updated: 2026-04-23T10:03:16.359Z

Evaluation of Open-Vocabulary Semantic Segmentation performance on the LPCVC Track 2 leaderboard 2025 test set, typically measured using Mean Intersection over Union (mIoU).

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 | Open-vocabulary semantic segmentation |
| Dataset (including any stated split) | LPCVC Track 2 leaderboard 2025 (test) |
| Metric | mIoU |
| 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

- [mIoU](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-lpcvc-track-2-leaderboard-2025-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SICer | 53.2 | Not recorded | 69e85b977d0172140ec80f39 |
| Sailor Moon | 52.7 | Not recorded | 69e85b977d0172140ec80f39 |
| MaXinLab | 47.3 | Not recorded | 69e85b977d0172140ec80f39 |
| Baseline | 46.1 | Not recorded | 69e85b977d0172140ec80f39 |

### SICer

mIoU: 53.2. Result ID: 69e9ee5147f34ce924d1a108.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"515.8","Hardware":"Snapdragon X Elite CRD"}. This record does not assert independent reproduction.

### Sailor Moon

mIoU: 52.7. Result ID: 69e9ee5147f34ce924d1a109.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"882.1","Hardware":"Snapdragon X Elite CRD"}. This record does not assert independent reproduction.

### MaXinLab

mIoU: 47.3. Result ID: 69e9ee5147f34ce924d1a10a.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"383.6","Hardware":"Snapdragon X Elite CRD"}. This record does not assert independent reproduction.

### Baseline

mIoU: 46.1. Result ID: 69e9ee5147f34ce924d1a107.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"863.4","Hardware":"Snapdragon X Elite CRD"}. This record does not assert independent reproduction.

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