# Object Retrieval on Scene 2 Suite main room

Source: [Object Retrieval on Scene 2 Suite main room](<https://www.sota2.com/research/sota/object-retrieval-on-scene-2-suite-main-room>)

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

Data updated: 2026-02-26T06:03:18.056Z

Evaluation of model performance on Object Retrieval tasks within the Scene 2 Suite main room environment, measured using metrics such as SRobj, Accparent, and Accpath.

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 | Object Retrieval |
| Dataset (including any stated split) | Scene 2 Suite main room |
| Metric | SRobj |
| 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

- [SRobj](<https://www.sota2.com/research/sota/object-retrieval-on-scene-2-suite-main-room.md?metric=SRobj>): Higher is better; unit: PERCENT.

- [AccParent](<https://www.sota2.com/research/sota/object-retrieval-on-scene-2-suite-main-room.md?metric=AccParent>): Higher is better; unit: PERCENT.

- [AccPath](<https://www.sota2.com/research/sota/object-retrieval-on-scene-2-suite-main-room.md?metric=AccPath>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SRobj | Result date | Report paper |
| --- | --- | --- | --- |
| SpatialMem | 78 | Not recorded | 6971af2de25ad2fa9d1edabf |
| gemini | 76 | Not recorded | 6971af2de25ad2fa9d1edabf |
| internvl | 74 | Not recorded | 6971af2de25ad2fa9d1edabf |
| llava | 71 | Not recorded | 6971af2de25ad2fa9d1edabf |
| internvl | 67 | Not recorded | 6971af2de25ad2fa9d1edabf |
| openai | 65 | Not recorded | 6971af2de25ad2fa9d1edabf |
| together | 59 | Not recorded | 6971af2de25ad2fa9d1edabf |
| qwen25vl | 51 | Not recorded | 6971af2de25ad2fa9d1edabf |

### SpatialMem

SRobj: 78. Result ID: 69979f325698665ec4f52f46.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"SpatialMem (Our Model)"}. This record does not assert independent reproduction.

### gemini

SRobj: 76. Result ID: 69979f325698665ec4f52f3f.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"Google Gemini"}. This record does not assert independent reproduction.

### internvl

SRobj: 74. Result ID: 69979f325698665ec4f52f40.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local","Entry":"1"}. This record does not assert independent reproduction.

### llava

SRobj: 71. Result ID: 69979f325698665ec4f52f41.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"LLaVA-Video","Deployment":"Local"}. This record does not assert independent reproduction.

### internvl

SRobj: 67. Result ID: 69979f325698665ec4f52f42.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local","Entry":"2"}. This record does not assert independent reproduction.

### openai

SRobj: 65. Result ID: 69979f325698665ec4f52f43.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"OpenAI GPT-4o"}. This record does not assert independent reproduction.

### together

SRobj: 59. Result ID: 69979f325698665ec4f52f44.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"Qwen2.5-VL","Deployment":"Cloud"}. This record does not assert independent reproduction.

### qwen25vl

SRobj: 51. Result ID: 69979f325698665ec4f52f45.

[Reporting paper](<https://www.sota2.com/research/paper/6971af2de25ad2fa9d1edabf.md>)

Recorded evaluation configuration: {"Model":"Qwen2.5-VL","Deployment":"Local"}. This record does not assert independent reproduction.

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