Bias Amplification Cascade: LLM Benchmark for African Health Equity

Domain:

healthcarenatural language processing

Record type:

datasetmodelsoftware

Creator:

ManAllSaiHei

Publisher:

Host:

Analysis code, data, and results for "The Bias Amplification Cascade" (Communications Biology 2026). 10,500 queries across 6 frontier LLMs, 175 GBD diseases, 10 biomedical domains.

Visit

doi.org

Licenses

info:eu-repo/semantics/openAccess MIT License https://opensource.org/licenses/MIT

Kambaata LLM Cultural Benchmark

Maintenance release for Zenodo archival of the Kambaata LLM Cultural Benchmark. This release contain

rifaasa/hassaniya-llm-benchmark

benchmark of modern LLMs on Hassaniya Arabic dialect » # hassaniya-llm-benchmark Code and evaluati

Fatika01/nigeria-livestock-llm-benchmark

A 420-question benchmark evaluating LLM performance on Nigerian livestock management knowledge, desi

BehailuBerhanu/kambaata-llm-cultural-benchmark

A 77-item benchmark for evaluating cultural knowledge, hallucination, and epistemic behavior in larg

Fatikafarouq/llm-nigeria-livestock-benchmark

# LLM Nigeria Livestock Benchmark Benchmarking LLM performance on Nigerian indigenous livestock man

balusi130/llm-benchmark-east-africa

Benchmarking suite for evaluating LLM reasoning and linguistic accuracy in East African language con