# Object Retrieval on Scene Simple room 1 (overall)

Source: [Object Retrieval on Scene Simple room 1 (overall)](<https://www.sota2.com/research/sota/object-retrieval-on-scene-simple-room-1-overall>)

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

Data updated: 2026-02-26T06:03:18.026Z

Evaluation of model performance on Object Retrieval tasks within the Scene Simple room 1 (overall) dataset, 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 Simple room 1 (overall) |
| 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-simple-room-1-overall.md?metric=SRobj>): Higher is better; unit: PERCENT.

- [Accparent](<https://www.sota2.com/research/sota/object-retrieval-on-scene-simple-room-1-overall.md?metric=Accparent>): Higher is better; unit: PERCENT.

- [Accpath](<https://www.sota2.com/research/sota/object-retrieval-on-scene-simple-room-1-overall.md?metric=Accpath>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SRobj | Result date | Report paper |
| --- | --- | --- | --- |
| SpatialMem | 83 | Not recorded | 6971af2de25ad2fa9d1edabf |
| Google Gemini | 81 | Not recorded | 6971af2de25ad2fa9d1edabf |
| InternVL 2.5 | 79 | Not recorded | 6971af2de25ad2fa9d1edabf |
| LLaVA-Video | 76 | Not recorded | 6971af2de25ad2fa9d1edabf |
| InternVL 2.5 | 72 | Not recorded | 6971af2de25ad2fa9d1edabf |
| OpenAI GPT-4o | 70 | Not recorded | 6971af2de25ad2fa9d1edabf |
| Qwen2.5-VL | 64 | Not recorded | 6971af2de25ad2fa9d1edabf |
| Qwen2.5-VL | 55 | Not recorded | 6971af2de25ad2fa9d1edabf |

### SpatialMem

SRobj: 83. Result ID: 69979f325698665ec4f52f06.

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

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

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

### Google Gemini

SRobj: 81. Result ID: 69979f325698665ec4f52eff.

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

Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction.

### InternVL 2.5

SRobj: 79. Result ID: 69979f325698665ec4f52f00.

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

Recorded evaluation configuration: {"Execution":"Local","Variant":"High Performance"}. This record does not assert independent reproduction.

### LLaVA-Video

SRobj: 76. Result ID: 69979f325698665ec4f52f01.

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

Recorded evaluation configuration: {"Execution":"Local"}. This record does not assert independent reproduction.

### InternVL 2.5

SRobj: 72. Result ID: 69979f325698665ec4f52f02.

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

Recorded evaluation configuration: {"Execution":"Local","Variant":"Low Performance"}. This record does not assert independent reproduction.

### OpenAI GPT-4o

SRobj: 70. Result ID: 69979f325698665ec4f52f03.

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

Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction.

### Qwen2.5-VL

SRobj: 64. Result ID: 69979f325698665ec4f52f04.

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

Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction.

### Qwen2.5-VL

SRobj: 55. Result ID: 69979f325698665ec4f52f05.

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

Recorded evaluation configuration: {"Execution":"Local"}. This record does not assert independent reproduction.

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