Alchemy Master version-1


Logo for Alchemy Master version-1

About

Editor:
User Mugshot ming.hu 
Contact email:
Image Version:
e6a656a3-9f9b-4736-8428-898754a72470 — Sept. 6, 2025
Model Version:
5b913aea-7c82-4a95-b761-7abdc86c9812 — Sept. 6, 2025

Summary

Alchemy Master team's version-1 data

Mechanism

video QA


Interfaces

This algorithm implements all of the following input-output combinations:

Inputs Outputs
1
    Endoscopic robotic surgery video
    Visual context question
    Visual context response

Validation and Performance

BLEU


Challenge Performance

Date Challenge Phase Rank
Sept. 6, 2025 SurgVU25 Category 2 - Prelim Phase 6
Sept. 6, 2025 SurgVU25 Category 2 - Final Phase 1

Uses and Directions

This algorithm was developed for research purposes only.

Warnings

Common Error Messages

Information on this algorithm has been provided by the Algorithm Editors, following the Model Facts labels guidelines from Sendak, M.P., Gao, M., Brajer, N. et al. Presenting machine learning model information to clinical end users with model facts labels. npj Digit. Med. 3, 41 (2020). 10.1038/s41746-020-0253-3