| --- |
| language: |
| - en |
| task_categories: |
| - visual-question-answering |
| tags: |
| - ekt-router |
| - coming-soon |
| --- |
| # EKT-Router: Expert–Evidence Alignment for Embodied Vision–Language Models |
|
|
| **Data release placeholder. Coming soon. No downloadable dataset is available in this repository.** |
| This is a documentation-only placeholder. It contains no examples from external |
| benchmarks, training media, processed routing probes, or released data splits. |
| No release date is promised. There is no dataset loading command at this stage. |
|
|
| ## Intended contents |
|
|
| Potential future artifacts include outcome-derived expert diagnostics, media-disjoint |
| routing probes, paired route outcomes, typed packet records and evaluation manifests. |
| The paper describes 1,020 fitting and 180 held-out routing probes; those records and |
| split manifests were not included with the supplied release materials and are not |
| present here. Intended schemas are documented in the source repository; its small |
| synthetic smoke fixtures are software examples, not the experimental dataset. |
|
|
| ## Collection, processing, and quality |
|
|
| Exact source composition, provenance, split memberships, filtering, consent/rights |
| review, normalization, and annotation procedures must accompany any actual release. |
| The current card does not establish those properties. No new data collection, |
| benchmark scoring, or human annotation was performed for this placeholder. |
|
|
| ## Access and licensing |
|
|
| No unified dataset license is assigned. Underlying benchmarks, media, retrieved |
| text and annotations may have different terms; their original owners' terms remain |
| applicable. Redistribution and per-source licensing must be checked before any |
| future upload. The MIT code license does not grant rights to external data. |
|
|
| ## Limitations and reproducibility |
|
|
| The paper's 61.4, 74.7, and +1.75 refer to different evaluation protocols and are |
| paper-reported results. They are not independently reproduced here. The missing |
| weights, raw predictions and experiment logs prevent a reproduction claim. |
|
|
| ## Project and contact |
|
|
| - [Project](https://knowin-29.github.io/KnowinRouter.github.io/) |
| - [Code and synthetic schemas](https://github.com/Knowin-29/EKT-Router) |
| - [Model card](https://huggingface.co/Knowin-29/EKT-Router) |
| - Contact: rwlinno@gmail.com |
|
|
