hreyulog/Arkts-mm-ui-full-staging

MM-ArkBench Full Staging

This is the full-staging build of MM-ArkBench: a repository-level multimodal ArkTS / ArkUI dataset for screenshot-to-code retrieval.

Current contents:

• 3,977 repository records from the 4,015 retained ArkTS candidates that could be acquired/parsed.
• 421,107 ArkTS corpus file units.
• 3,274,181 extracted symbols.
• 8,686 image queries.
• Query types: repo_screenshot, runtime_screenshot, and doc_or_promo. The current build includes 122 runtime_screenshot rows from real build-install-launch-capture runs on a connected HarmonyOS/OpenHarmony device, not from repository assets.
• 3,581 repository content families used for split grouping.

The four configs are:

• queries: image queries plus OCR/context/provenance and automatic positives where applicable.
• corpus: retrievable ArkTS file units.
• symbols: extracted ArkTS/ArkUI components, functions, methods, classes, and builders.
• repositories: repository provenance, license classification, commits, and acquisition/parse status.

Query type semantics

• repo_screenshot: UI screenshots found in repository README/docs/assets, with automatic ArkTS file/symbol candidates.
• runtime_screenshot: real device/emulator screenshots from build-install-launch-capture, linked back to repository-local ArkTS files.
• doc_or_promo: documentation, architecture, or promotional images. These rows retain source provenance but intentionally have empty positive_file_ids and positive_symbol_ids.

README/docs provenance is stored in matching_evidence, for example:

• source:readme
• source:docs
• source:repository_asset
• readme:markdown_path=...
• readme:heading=...
• readme:line=...

Loading

from datasets import load_dataset

queries = load_dataset("hreyulog/Arkts-mm-ui-full-staging", "queries")
corpus = load_dataset("hreyulog/Arkts-mm-ui-full-staging", "corpus")
symbols = load_dataset("hreyulog/Arkts-mm-ui-full-staging", "symbols")
repositories = load_dataset("hreyulog/Arkts-mm-ui-full-staging", "repositories")

License and redistribution policy

Repository metadata, fixed commits, paths, hashes, and provenance are retained for all selected repositories. Code text and image bytes are included only when the repository/image source is classified as redistributable by the local license policy. For unclear or non-redistributable cases, rows retain reconstruction metadata rather than redistributing protected content.

Labels are automatic and should be treated as noisy until reviewed. The included review_app/ and annotation_review.csv are intended for human verification.