Datasets:

ShaoRun
/

nmr-bench

# Attribution

Visual Scaffolding code: Copyright 2026 Visual Scaffolding contributors. Distributed under Apache License 2.0.

The pretrained models are derived from Qwen3-VL-4B-Thinking by the Qwen team. Backbone source: https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking. Backbone license: Apache License 2.0. The release adds learned visual retrieval and evidence adaptation modules and includes task-adapted model weights.

Benchmark artwork includes OpenMoji and Twemoji. Their authors, source URLs, licenses, and transformations are identified in DATA_LICENSE.md. Their graphics licenses remain applicable to the incorporated artwork.

	# Attribution

	Visual Scaffolding code: Copyright 2026 Visual Scaffolding contributors. Distributed under Apache License 2.0.

	The pretrained models are derived from Qwen3-VL-4B-Thinking by the Qwen team. Backbone source: https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking. Backbone license: Apache License 2.0. The release adds learned visual retrieval and evidence adaptation modules and includes task-adapted model weights.

	Benchmark artwork includes OpenMoji and Twemoji. Their authors, source URLs, licenses, and transformations are identified in DATA_LICENSE.md. Their graphics licenses remain applicable to the incorporated artwork.