Few-shot Classification on EuroSAT 5-5 (Unseen classes)
0.8564AccuracyRGFS-Net
Evaluation results
| Method | Links | |
|---|---|---|
| RGFS-NetSetup=5-way 5-shot2026.01 | 0.8564 | |
| RGFS-NetSetup=3-way 5-shot2026.01 | 0.8496 | |
| SPNSetup=3-way 5-shot2026.01 | 0.8316 | |
| RelationNetSetup=3-way 5-shot2026.01 | 0.7598 | |
| PrototypicalSetup=3-way 5-shot2026.01 | 0.7343 | |
| SPNSetup=3-way 1-shot2026.01 | 0.7211 | |
| SPNSetup=5-way 5-shot2026.01 | 0.7085 | |
| PrototypicalSetup=3-way 1-shot2026.01 | 0.7008 | |
| RelationNetSetup=3-way 1-shot2026.01 | 0.6844 | |
| RGFS-NetSetup=3-way 1-shot2026.01 | 0.674 | |
| SiameseSetup=3-way 1-shot2026.01 | 0.6417 | |
| PrototypicalSetup=5-way 5-shot2026.01 | 0.6171 | |
| RelationNetSetup=5-way 5-shot2026.01 | 0.6031 | |
| RGFS-NetSetup=5-way 1-shot2026.01 | 0.5848 | |
| SPNSetup=5-way 1-shot2026.01 | 0.5834 | |
| SiameseSetup=5-way 1-shot2026.01 | 0.5229 | |
| RelationNetSetup=5-way 1-shot2026.01 | 0.5046 | |
| PrototypicalSetup=5-way 1-shot2026.01 | 0.4713 |