Pipeline mind map
Standard pipeline template for a science competition. Not yet specialised by an editor.
Data processing
- Understand the domain format
- Validate against the provided split
Model design
- Published baseline from the host
- Domain-specific models
Training
- Group-aware validation
Post-processing
- Exact submission schema
- Ensembles
Metric
CASMI: Mean Average Precision.
Public baselines
Most-voted public notebooks, refreshed daily from the Kaggle API (last 2026-10-10).
- CASMI denovo tutorial notebook ▲307
- Enveda CASMI 2026 - Fast Spectral Cosine Baseline ▲241
- Enveda CASMI 2026 ▲164
- Analog Propagation - CASMI 2026 baseline ▲129
- Enveda CASMI 2026 V18 Sovereign Zenith ▲104
- CASMI26: Public Baseline Adaptation & Experiments ▲91
- CASMI 26: From Spectra to Structures ▲91
- casmi26 v29 fusion pop glmh ▲90
- CASMI26 Apex v180 Sovereign Titan ▲84
- ⚡ [0.336+ SOTA] Enveda CASMI26 Analog Ranker ▲80
- CASMI26 V44 PairTail Locked Top1 ▲76
- CASMI26: Quad-Channel Evidence Ranker ▲56
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