antimicrobial peptides 1benchmarking 1potency prediction 1protein language models 1safety assessment 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction
Ziheng Zhou, Huiyu Luo, Xiaohu Zhu +4
The paper introduces AMPBench-MT, a benchmark that evaluates antimicrobial peptide models on binary recognition as well as species‑specific potency, spectrum, and safety metrics wh…
cs.CV2026
ShellfishNet: A Domain-Specific Benchmark for Visual Recognition of Marine Molluscs
Ziheng Zhou, Yang Wang, Nan Wang +2
The decline of global shellfish biodiversity poses a severe threat to coastal ecosystems. Although artificial intelligence (AI) technologies show potential for automated ecological…