# Description Quality on Scene Simple room 1 Source: [Description Quality on Scene Simple room 1]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:33.044Z Evaluation of model performance on Description Quality tasks within the Scene Simple room 1 environment, measured by Color Accuracy and localization 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 | Description Quality | | Dataset (including any stated split) | Scene Simple room 1 | | Metric | Color Accuracy | | 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 - [Color Accuracy](): Higher is better; unit: PERCENT. - [Loc @ parent](): Higher is better; unit: PERCENT. - [Loc @ path](): Higher is better; unit: PERCENT. ## Recorded results | Method | Color Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SpatialMem | 82 | Not recorded | 6971af2de25ad2fa9d1edabf | | Google Gemini | 80 | Not recorded | 6971af2de25ad2fa9d1edabf | | InternVL 2.5 | 78 | 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 | 66 | Not recorded | 6971af2de25ad2fa9d1edabf | | Qwen2.5-VL | 58 | Not recorded | 6971af2de25ad2fa9d1edabf | ### SpatialMem Color Accuracy: 82. Result ID: 69979f325698665ec4f52f0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Google Gemini Color Accuracy: 80. Result ID: 69979f325698665ec4f52f07. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction. ### InternVL 2.5 Color Accuracy: 78. Result ID: 69979f325698665ec4f52f08. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Local","Variant":"High Performance"}. This record does not assert independent reproduction. ### LLaVA-Video Color Accuracy: 76. Result ID: 69979f325698665ec4f52f09. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Local"}. This record does not assert independent reproduction. ### InternVL 2.5 Color Accuracy: 72. Result ID: 69979f325698665ec4f52f0a. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Local","Variant":"Low Performance"}. This record does not assert independent reproduction. ### OpenAI GPT-4o Color Accuracy: 70. Result ID: 69979f325698665ec4f52f0b. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction. ### Qwen2.5-VL Color Accuracy: 66. Result ID: 69979f325698665ec4f52f0c. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Cloud"}. This record does not assert independent reproduction. ### Qwen2.5-VL Color Accuracy: 58. Result ID: 69979f325698665ec4f52f0d. [Reporting paper]() Recorded evaluation configuration: {"Execution":"Local"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.