Key Findings
Results that define how this survey should be used in the paper set.
- 01Historical, unreconciled pipeline output — 77,905 cross-transfer anomalies (domain-shift inflation vs DESI)
- 02Historical, unreconciled pipeline output — Path-C native retrain: only 12 sources at S>5 (~6500x reduction)
- 03Historical, unreconciled pipeline output — Native top-1% (19,253 at S>=0.2051) is SIMBAD novelty pool
- 04Historical, unreconciled pipeline output — Ultra-cool dwarfs (M7, T2, L3) dominate cross-transfer catalog
- 05Historical, unreconciled pipeline output — 3 SDSS × DESI 5-arcsec positional coincidences
Pipeline
| Model | DESI BigAE transfer (cross-transfer baseline) + native BigAE retrain (val_loss=0.0311) |
| Wavelength | Optical spectroscopy (3800-9200 Å) |
| Cost | ~$10 |
| Runtime | ~2.8h |
Top Anomalies
No top anomalies surfaced yet
This survey is still being processed or its top-N list has not been published.