Taxonomic Open Set Classification on Rare Species
69.96LAMaPLe + Alignment across Trees
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MaPLe + Alignment across TreesK-Shot=162025.10 | 69.96 | 53.65 | 87.27 | |
| PromptSRC + Alignment across TreesK-Shot=162025.10 | 67.38 | 50.77 | 87.6 | |
| PromptSRCK-Shot=16, Variant=Vanilla2025.10 | 59.2 | 11.64 | 55.82 | |
| PromptSRC + ProTeCtK-Shot=162025.10 | 56.4 | 33.92 | 82.47 | |
| MaPLeK-Shot=16, Variant=Vanilla2025.10 | 50.94 | 5.3 | 40.41 | |
| MaPLe + ProTeCtK-Shot=162025.10 | 48.14 | 24.82 | 78.79 | |
| PromptSRC + Alignment across TreesK-Shot=12025.10 | 46.98 | 23.03 | 77.32 | |
| MaPLe + Alignment across TreesK-Shot=12025.10 | 46.77 | 20.94 | 76.83 | |
| PromptSRCK-Shot=1, Variant=Vanilla2025.10 | 45.39 | 6.72 | 44.72 | |
| PromptSRC + ProTeCtK-Shot=12025.10 | 44.56 | 20.36 | 74.42 | |
| MaPLeK-Shot=1, Variant=Vanilla2025.10 | 41.55 | 5.09 | 44.75 | |
| MaPLe + ProTeCtK-Shot=12025.10 | 39.92 | 13.22 | 70.04 |