Event Detection on PRISMA Fulltile sources (test)
123Detected Events CountBaseline (WMF 500 thr, “ones” kernel)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline (WMF 500 thr, “ones” kernel)threshold=500, kernel=ones2025.11 | 123 | 20 | 57,270 | |
| Ensembled Zero-shotmode=Ensemble, training=Zero-shot2025.11 | 113 | 30 | 2,881 | |
| Zero-shot (EMIT U-Net RGB+WMF model)backbone=U-Net RGB+WMF, pre-training=EMIT2025.11 | 111 | 32 | 4,984 | |
| Fine-tune (EMIT+PRISMA)dataset=EMIT+PRISMA, epochs=22025.11 | 107 | 36 | 3,715 | |
| Ensembled Fine-tune (EMIT+PRISMA)mode=Ensemble, dataset=EMIT+PRISMA, epochs=22025.11 | 106 | 37 | 2,248 | |
| Ensembled Fine-tune (PRISMA)mode=Ensemble, dataset=PRISMA, epochs=62025.11 | 103 | 40 | 1,674 | |
| Fine-tune (PRISMA)dataset=PRISMA, epochs=62025.11 | 101 | 42 | 2,806 | |
| Train from scratchepochs=502025.11 | 90 | 53 | 5,032 |