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BRIDGE dataset by PANDATREE
⭐ 59.2
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Dataset

BRIDGE

by PANDATREE hf-dataset--pandatree--bridge
Free2AITools Nexus Index
59.2 Top 100%
S: Semantic 50
A: Authority 61
P: Popularity 51
R: Recency 92
Q: Quality 50
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 59.2 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--pandatree--bridge
License CC-BY-4.0
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__pandatree__bridge,
  author = {PANDATREE},
  title = {BRIDGE Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/PANDATREE/BRIDGE}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
PANDATREE. (2026). BRIDGE [Dataset]. Free2AITools. https://huggingface.co/datasets/PANDATREE/BRIDGE

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Free2AITools Nexus Index V2.0

Methodology Index Protocol
Semantic (S) 50
Authority (A) 61
Popularity (P) 51
Recency (R) 92
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for BRIDGE: Semantic (S:50), Authority (A:61), Popularity (P:51), Recency (R:92), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Downloads
29,449

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Dataset Specification

BRIDGE — Qwen Image Edit Dataset

Part of the dataset used in BRIDGE: Background Routing and Isolated Discrete Gating for Coarse-Mask Local Editing.

Contents

  • dataset_qwen_pe_reversed.json (42,425 pairs) — training set with reversed prompts, global_caption, local_caption
  • dataset_qwen_pe_top1000_captioned.json (1,000 pairs) — evaluation subset with global_caption, local_caption
  • fixed_images/ — guided-filter blended edit results
  • ref_gt_fixed/ — object-on-white reference ground truth
  • ref_gt_fixed_crop/ — cropped reference ground truth
  • fixed_masks/ — editing region masks

License

CC BY 4.0 — all files in this repository are original contributions.

Dependencies

This dataset requires target_images/ (original edited images) from Apple Pico-Banana-400K (CC BY-NC-ND 4.0).
You need to download them separately and place them at the same relative paths referenced in the JSONs.

Citation

bibtex 
@article{xiong2025bridge,
  title={BRIDGE: Background Routing and Isolated Discrete Gating for Coarse-Mask Local Editing},
  author={Peilin Xiong, Honghui Yuan, Junwen Chen, Keiji Yanai},
  journal={arXiv preprint arXiv:2605.07846},
  year={2025}
}

Social Proof

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AI Summary: Based on Hugging Face metadata. Not a recommendation.

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🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--pandatree--bridge
slug
pandatree--bridge
source
huggingface
author
PANDATREE
license
CC-BY-4.0
tags
license:cc-by-4.0, arxiv:2605.07846, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
29,449
stars
0
forks
null

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