Generalized Few Shot Learning On Awa2
評価指標
Per-Class Accuracy (1-shot)
Per-Class Accuracy (10-shots)
Per-Class Accuracy (2-shots)
Per-Class Accuracy (5-shots)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | Per-Class Accuracy (1-shot) | Per-Class Accuracy (10-shots) | Per-Class Accuracy (2-shots) | Per-Class Accuracy (5-shots) |
|---|---|---|---|---|
| generalized-zero-and-few-shot-learning-via-1 | 64.0 | 79.0 | 71.3 | 76.6 |
| long-tail-learning-with-attributes | 67.1 | 81.9 | 69.1 | 76.7 |
| generalized-zero-and-few-shot-learning-via | 69.6 | 80.2 | 73.7 | 78.1 |
| learning-robust-visual-semantic-embeddings | 56.1 | 67.8 | 60.3 | 64.1 |
| generalized-zero-and-few-shot-learning-via-1 | 68.0 | 76.8 | 73.0 | 75.6 |
| better-generalized-few-shot-learning-even | 69.9 | 82.2 | 76.4 | 81.2 |