Generalized Few Shot Learning On Sun
Metriken
Per-Class Accuracy (1-shot)
Per-Class Accuracy (10-shots)
Per-Class Accuracy (2-shots)
Per-Class Accuracy (5-shots)
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | 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 | 37.8 | 45.8 | 41.4 | 44.2 |
| generalized-zero-and-few-shot-learning-via-1 | 37.8 | 45.1 | 40.8 | 43.6 |
| learning-robust-visual-semantic-embeddings | 27.4 | 40.8 | 33.4 | 37.4 |
| long-tail-learning-with-attributes | 41.0 | 48.2 | 43.8 | 46.7 |
| generalized-zero-and-few-shot-learning-via-1 | 40.6 | 47.6 | 43.0 | 46.0 |