πŸ“Š
BRIDGE dataset by PANDATREE
⭐ 59.2
πŸ“Š
Dataset

BRIDGE

by PANDATREE pandatree/bridge
Free2AITools Nexus Index
59.2
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 61
P: Popularity 51
R: Recency 86
Q: Quality 50
Tech Context
Vital Performance —
Source β†’
Data Integrity 59.2 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID pandatree/bridge
License CC-BY-4.0
Provider huggingface
πŸ“œ

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.}
}
APA Style
PANDATREE. (2026). BRIDGE [Dataset]. Free2AITools. https://huggingface.co/datasets/PANDATREE/BRIDGE

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 61
Popularity (P) 51
Recency (R) 86
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for BRIDGE: Authority (A:61), Popularity (P:51), Recency (R:86), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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Downloads
29,463

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Dataset Specification

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

License

CC BY 4.0 β€” 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

HuggingFace Hub
29.5KDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” 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

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

πŸ“Š Engagement & Metrics

downloads
29,463
stars
null
forks
null

Data indexed from public sources. Updated daily.