# Relative Position Reasoning on Scene Simple room 1 (overall)

Source: [Relative Position Reasoning on Scene Simple room 1 (overall)](<https://www.sota2.com/research/sota/relative-position-reasoning-on-scene-simple-room-1-overall>)

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

Data updated: 2026-02-26T05:26:59.397Z

Evaluation of model performance on Relative Position Reasoning tasks within the Scene Simple room 1 dataset, measured by Accrel scores.

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 | Relative Position Reasoning |
| Dataset (including any stated split) | Scene Simple room 1 (overall) |
| Metric | Accrel |
| 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

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

- [Accrel (Wall)](<https://www.sota2.com/research/sota/relative-position-reasoning-on-scene-simple-room-1-overall.md?metric=Accrel%20(Wall)>): Higher is better; unit: PERCENT.

- [Accrel (Door)](<https://www.sota2.com/research/sota/relative-position-reasoning-on-scene-simple-room-1-overall.md?metric=Accrel%20(Door)>): Higher is better; unit: PERCENT.

- [Accrel (Window)](<https://www.sota2.com/research/sota/relative-position-reasoning-on-scene-simple-room-1-overall.md?metric=Accrel%20(Window)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accrel | Result date | Report paper |
| --- | --- | --- | --- |
| Google Gemini | 86 | Not recorded | 6971af2de25ad2fa9d1edabf |
| InternVL 2.5 | 84 | Not recorded | 6971af2de25ad2fa9d1edabf |
| SpatialMem | 84 | Not recorded | 6971af2de25ad2fa9d1edabf |
| LLaVA-Video | 82 | Not recorded | 6971af2de25ad2fa9d1edabf |
| InternVL 2.5 | 78 | Not recorded | 6971af2de25ad2fa9d1edabf |
| OpenAI GPT-4o | 76 | Not recorded | 6971af2de25ad2fa9d1edabf |
| Qwen2.5-VL | 70 | Not recorded | 6971af2de25ad2fa9d1edabf |
| Qwen2.5-VL | 60 | Not recorded | 6971af2de25ad2fa9d1edabf |

### Google Gemini

Accrel: 86. Result ID: 69979f325698665ec4f52eef.

[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

Accrel: 84. Result ID: 69979f325698665ec4f52ef0.

[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.

### SpatialMem

Accrel: 84. Result ID: 69979f325698665ec4f52ef6.

[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.

### LLaVA-Video

Accrel: 82. Result ID: 69979f325698665ec4f52ef1.

[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

Accrel: 78. Result ID: 69979f325698665ec4f52ef2.

[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

Accrel: 76. Result ID: 69979f325698665ec4f52ef3.

[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

Accrel: 70. Result ID: 69979f325698665ec4f52ef4.

[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

Accrel: 60. Result ID: 69979f325698665ec4f52ef5.

[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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