# Multimodal media

| Archive | Role | Requests |
| --- | --- | ---: |
| [train.zip](train.zip) | Training / 训练集 | 4,000 |
| [validation.zip](validation.zip) | Validation / 验证集 | 500 |
| [standard_test.zip](standard_test.zip) | Standard test / 标准测试集 | 4,600 |
| [robust_test.zip](robust_test.zip) | Robustness test / 鲁棒测试集 | 1,900 |

Validation contains 400 standard and 100 robust requests for configuration
selection. The test archives correspond directly to the technical report's
Multimodal evaluation population.

Images are optional when using the bundled CLIP features to fit or evaluate
routers. Download the archives to inspect images, compute features, or run
visual models on the benchmark requests.

Each archive provides `instances.jsonl` with prompts and reference annotations,
the required images, and a checksum manifest. Its `query_id` matches the Parquet
data. A row's `media_json.archive` names the archive; `archive_member_path` or
`archive_member_paths` identifies the corresponding image files.

See [manifest.json](manifest.json) for archive checksums and
[LICENSES.md](../../LICENSES.md) for upstream attribution and terms.