# Referring Video Object Segmentation on MeViS 6 (test)

Source: [Referring Video Object Segmentation on MeViS 6 (test)](<https://www.sota2.com/research/sota/referring-video-object-segmentation-on-mevis-6-test>)

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

Data updated: 2026-06-24T08:29:12.764Z

Evaluation of Referring Video Object Segmentation performance on the test split of the MeViS 6 dataset, reporting J&F, J, and F 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 | Referring Video Object Segmentation |
| Dataset (including any stated split) | MeViS 6 (test) |
| Metric | J&F Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [J&F Score](<https://www.sota2.com/research/sota/referring-video-object-segmentation-on-mevis-6-test.md?metric=J%26F%20Score>): Higher is better; unit: PERCENT.

- [J Score](<https://www.sota2.com/research/sota/referring-video-object-segmentation-on-mevis-6-test.md?metric=J%20Score>): Higher is better; unit: PERCENT.

- [F Score](<https://www.sota2.com/research/sota/referring-video-object-segmentation-on-mevis-6-test.md?metric=F%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | J&F Score | Result date | Report paper |
| --- | --- | --- | --- |
| GeoLaV | 31.6 | Not recorded | 6a3b64d5206542251d7c98fd |
| ReMamber | 26.5 | Not recorded | 6a3b64d5206542251d7c98fd |
| SAMWISE | 26.4 | Not recorded | 6a3b64d5206542251d7c98fd |
| LAVT | 21.8 | Not recorded | 6a3b64d5206542251d7c98fd |
| DETRIS | 16.3 | Not recorded | 6a3b64d5206542251d7c98fd |
| LMPM | 11.8 | Not recorded | 6a3b64d5206542251d7c98fd |
| DsHmp | 11.8 | Not recorded | 6a3b64d5206542251d7c98fd |
| DMMI | 7.1 | Not recorded | 6a3b64d5206542251d7c98fd |

### GeoLaV

J&F Score: 31.6. Result ID: 6a3b954efbc373592c44980c.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Video-based Model (Trained on Images Only)","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### ReMamber

J&F Score: 26.5. Result ID: 6a3b954efbc373592c449806.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa744b1e209131cea60dbe.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Image-based Model","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### SAMWISE

J&F Score: 26.4. Result ID: 6a3b954efbc373592c44980b.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77931e209131cea740d7.md>)

[Implementation](<https://github.com/ClaudiaCuttano/SAMWISE>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Video-based Model (Trained on Images Only)","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### LAVT

J&F Score: 21.8. Result ID: 6a3b954efbc373592c44980a.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Video-based Model (Trained on Images Only)","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### DETRIS

J&F Score: 16.3. Result ID: 6a3b954efbc373592c449807.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa769a1e209131cea6e10f.md>)

[Implementation](<https://github.com/jiaqihuang01/DETRIS>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Image-based Model","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### LMPM

J&F Score: 11.8. Result ID: 6a3b954efbc373592c449808.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70531e209131cea4a40f.md>)

[Implementation](<https://henghuiding.github.io/MeViS>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Video-based Model (Trained on Images Only)","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### DsHmp

J&F Score: 11.8. Result ID: 6a3b954efbc373592c449809.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d31e209131cea58bb7.md>)

[Implementation](<https://github.com/heshuting555/DsHmp>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Video-based Model (Trained on Images Only)","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

### DMMI

J&F Score: 7.1. Result ID: 6a3b954efbc373592c449805.

[Reporting paper](<https://www.sota2.com/research/paper/6a3b64d5206542251d7c98fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70761e209131cea4b349.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Model Type":"Image-based Model","Training Data":"RefCOCO/+/g"}. This record does not assert independent reproduction.

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