Dataset · Hugging Face

jeffreylin1222/SDGBiasBench

Name: SDGBiasBench
Creator: jeffreylin1222
License: cc-by-sa-4.0
Keywords: task_categories:visual-question-answering, task_categories:multiple-choice, task_categories:tabular-regression, language:en, license:cc-by-sa-4.0, size_categories:100K<n<1M, format:json, modality:image, modality:tabular, modality:text, modality:geospatial, library:datasets, library:pandas, library:polars, library:mlcroissant

SDGBiasBench Paper · Code Motivation: assessing progress on the Sustainable Development Goals (SDGs) requires multi-step reasoning over visual cues, contextual knowledge and development indicators. When a model uses this evidence incompletely or integrates it imperfectly, hidden prediction biases follow. Benchmark: SDG-oriented vision–language reasoning with both qualitative judgments (multiple-choice questions) and quantitative estimation (regression), evaluated under… See the full description on the dataset page: https://huggingface.co/datasets/jeffreylin1222/SDGBiasBench.

View on Hugging FaceReport an issue

Author / organization	jeffreylin1222
License (as declared)	cc-by-sa-4.0
Downloads	161 (as reported by Hugging Face)
Likes	1
Created	30 September 2026
Last updated at source	30 September 2026

sustainable-development-goalsremote-sensingsatellite-imagerybiasvision-language-modelsbenchmarkregression

Embed this entry

<iframe src="https://silytics.si/embed/item/95c2a057-2ca6-4004-8b7a-3ee8768f5a21" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Popularity, last 2 days

161 now (+3 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

Connected in the knowledge graph

SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development GoalsPaper · cites

Explore this entry in the graph

Related papers

SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development GoalsPaper

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 17 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.