Image Classification on APY
24.1TS ScoreTransferable Contrastive Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Transferable Contrastive NetworkProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 24.1 | 64 | 35.1 | |
| CDLProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 19.8 | 48.6 | 28.1 | |
| GAZSLProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 14.2 | 78.6 | 24 | |
| DCNProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 14.2 | 75 | 23.9 | |
| SYNCProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 7.4 | 66.3 | 13.3 | |
| IAPProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 5.7 | 65.6 | 10.4 | |
| DEVISEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 4.9 | 76.9 | 9.2 | |
| DAPProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 4.8 | 78.3 | 9 | |
| ALEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 4.6 | 73.7 | 8.7 | |
| SJEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 3.7 | 55.7 | 6.9 | |
| EZSLProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 2.4 | 70.1 | 4.6 | |
| CMTProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 1.4 | 85.2 | 2.8 | |
| SAEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.4 | 80.9 | 0.9 | |
| SSEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.2 | 78.9 | 0.4 | |
| LATEMProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.1 | 73 | 0.2 | |
| CONSEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0 | 91.2 | 0 |