# Description Quality on Scene 3 Laboratory storage 1.0 (overall) Source: [Description Quality on Scene 3 Laboratory storage 1.0 (overall)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:33.073Z Evaluation of model performance on Description Quality tasks using the Scene 3 Laboratory storage 1.0 dataset, focusing on color accuracy and object 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 3 Laboratory storage 1.0 (overall) | | 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. - [Localization Accuracy (Parent)](): Higher is better; unit: PERCENT. - [Localization Accuracy (Path)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Color Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SpatialMem | 78 | Not recorded | 6971af2de25ad2fa9d1edabf | | gemini | 72 | Not recorded | 6971af2de25ad2fa9d1edabf | | internvl (Entry 1) | 70 | Not recorded | 6971af2de25ad2fa9d1edabf | | llava | 68 | Not recorded | 6971af2de25ad2fa9d1edabf | | internvl (Entry 2) | 64 | Not recorded | 6971af2de25ad2fa9d1edabf | | openai | 62 | Not recorded | 6971af2de25ad2fa9d1edabf | | together | 57 | Not recorded | 6971af2de25ad2fa9d1edabf | | qwen25vl | 52 | Not recorded | 6971af2de25ad2fa9d1edabf | ### SpatialMem Color Accuracy: 78. Result ID: 69979f325698665ec4f52f2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### gemini Color Accuracy: 72. Result ID: 69979f325698665ec4f52f27. [Reporting paper]() Recorded evaluation configuration: {"Model":"Google Gemini"}. This record does not assert independent reproduction. ### internvl (Entry 1) Color Accuracy: 70. Result ID: 69979f325698665ec4f52f28. [Reporting paper]() Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local"}. This record does not assert independent reproduction. ### llava Color Accuracy: 68. Result ID: 69979f325698665ec4f52f29. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaVA-Video","Deployment":"Local"}. This record does not assert independent reproduction. ### internvl (Entry 2) Color Accuracy: 64. Result ID: 69979f325698665ec4f52f2a. [Reporting paper]() Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local"}. This record does not assert independent reproduction. ### openai Color Accuracy: 62. Result ID: 69979f325698665ec4f52f2b. [Reporting paper]() Recorded evaluation configuration: {"Model":"OpenAI GPT-4o"}. This record does not assert independent reproduction. ### together Color Accuracy: 57. Result ID: 69979f325698665ec4f52f2c. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-VL","Deployment":"Cloud"}. This record does not assert independent reproduction. ### qwen25vl Color Accuracy: 52. Result ID: 69979f325698665ec4f52f2d. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-VL","Deployment":"Local"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.