Magnus Accuracy Arena

Rules: Participation is individual only, and the total event duration is 4 hours. Participants must use only the systems and laboratory environment provided by the organizers, and all model training must be executed using the T4 GPU engine. Only the datasets and initial code provided at the start of the event are permitted; use of external data or code is prohibited. The use of artificial intelligence tools for code generation, debugging, model design, or pipeline creation is strictly prohibited. Each participant will be provided with a pipeline design sheet to document their hypothetical ML pipeline, including feature strategy, model choice, and evaluation approach. This sheet will carry evaluation weightage. Final submissions must consist of the trained model files and must be submitted within the specified time limit. Any form of plagiarism, rule violation, or unfair practice will result in immediate disqualification, and the decision of the organizers will be final.