Hierarchical Classification on SUN novel
78.72LA ScorePromptSRC + Alignment across Trees
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptSRC + Alignment across TreesBase Method=PromptSRC, Variant=+Ours2025.10 | 78.72 | 59.1 | 82.86 | |
| Alignment across TreesBase Method=PromptSRC2025.10 | 78.72 | 59.1 | 82.86 | |
| PromptSRC (Vanilla)Base Method=PromptSRC, Variant=Vanilla2025.10 | 78.68 | 48.25 | 65.67 | |
| PromptSRCVariant=Vanilla2025.10 | 78.68 | 48.25 | 65.67 | |
| PromptSRC + ProTeCtBase Method=PromptSRC, Variant=+ProTeCt2025.10 | 78.4 | 58.8 | 82.76 | |
| ProTeCtBase Method=PromptSRC2025.10 | 78.4 | 58.8 | 82.76 | |
| MaPLe + Alignment across TreesBase Method=MaPLe, Variant=+Ours2025.10 | 77.11 | 56.23 | 81.24 | |
| Alignment across TreesBase Method=MaPLe2025.10 | 77.11 | 56.23 | 81.24 | |
| MaPLe (Vanilla)Base Method=MaPLe, Variant=Vanilla2025.10 | 76.85 | 37.62 | 61.61 | |
| MaPLeVariant=Vanilla2025.10 | 76.85 | 37.62 | 61.61 | |
| MaPLe + ProTeCtBase Method=MaPLe, Variant=+ProTeCt2025.10 | 76.67 | 55.43 | 81.1 | |
| ProTeCtBase Method=MaPLe2025.10 | 76.67 | 55.43 | 81.1 |