# Instruction-based Navigation on Scene 3 Laboratory storage 1.0 (overall) Source: [Instruction-based Navigation on Scene 3 Laboratory storage 1.0 (overall)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:17.920Z Evaluation of agent performance on following instructions within the Scene 3 Laboratory storage environment, measured by SRnav, StepComp, SPL, and NE\[m\]. 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 | Instruction-based Navigation | | Dataset (including any stated split) | Scene 3 Laboratory storage 1.0 (overall) | | Metric | SRnav | | 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 - [SRnav](): Higher is better; unit: PERCENT. - [StepComp](): Higher is better; unit: PERCENT. - [SPL](): Higher is better; unit: PERCENT. - [NE\[m\]](): Lower is better; unit: SCALAR. ## Recorded results | Method | SRnav | Result date | Report paper | | --- | --- | --- | --- | | gemini | 58 | Not recorded | 6971af2de25ad2fa9d1edabf | | SpatialMem | 54 | Not recorded | 6971af2de25ad2fa9d1edabf | | internvl (Entry 2) | 53 | Not recorded | 6971af2de25ad2fa9d1edabf | | internvl (Entry 1) | 52 | Not recorded | 6971af2de25ad2fa9d1edabf | | llava | 49 | Not recorded | 6971af2de25ad2fa9d1edabf | | openai | 49 | Not recorded | 6971af2de25ad2fa9d1edabf | | together | 39 | Not recorded | 6971af2de25ad2fa9d1edabf | | qwen25vl | 38 | Not recorded | 6971af2de25ad2fa9d1edabf | ### gemini SRnav: 58. Result ID: 69979f325698665ec4f52f17. [Reporting paper]() Recorded evaluation configuration: {"Model":"Google Gemini"}. This record does not assert independent reproduction. ### SpatialMem SRnav: 54. Result ID: 69979f325698665ec4f52f1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### internvl (Entry 2) SRnav: 53. Result ID: 69979f325698665ec4f52f1a. [Reporting paper]() Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local"}. This record does not assert independent reproduction. ### internvl (Entry 1) SRnav: 52. Result ID: 69979f325698665ec4f52f18. [Reporting paper]() Recorded evaluation configuration: {"Model":"InternVL 2.5","Deployment":"Local"}. This record does not assert independent reproduction. ### llava SRnav: 49. Result ID: 69979f325698665ec4f52f19. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaVA-Video","Deployment":"Local"}. This record does not assert independent reproduction. ### openai SRnav: 49. Result ID: 69979f325698665ec4f52f1b. [Reporting paper]() Recorded evaluation configuration: {"Model":"OpenAI GPT-4o"}. This record does not assert independent reproduction. ### together SRnav: 39. Result ID: 69979f325698665ec4f52f1c. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-VL","Deployment":"Cloud"}. This record does not assert independent reproduction. ### qwen25vl SRnav: 38. Result ID: 69979f325698665ec4f52f1d. [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.