Image Classification on AWA2 (ts, tr, H)
61.2TS MetricTransferable Contrastive Network
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Transferable Contrastive NetworkProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 61.2 | 65.8 | 63.4 | |
| GAZSLProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 35.4 | 86.9 | 50.3 | |
| RNetProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 30 | 93.4 | 45.3 | |
| DEVISEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 17.1 | 74.7 | 27.8 | |
| ALEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 14 | 81.8 | 23.9 | |
| LATEMProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 11.5 | 77.3 | 20 | |
| SYNCProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 10 | 90.5 | 18 | |
| SSEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 8.1 | 82.5 | 14.8 | |
| SJEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 8 | 73.9 | 14.4 | |
| EZSLProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 5.9 | 77.8 | 11 | |
| SAEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 1.1 | 82.2 | 2.2 | |
| IAPProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.9 | 87.6 | 1.8 | |
| CONSEProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.5 | 90.6 | 1 | |
| CMTProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0.5 | 90 | 1 | |
| DAPProtocol=Generalized Zero-Shot Learning (GZSL), Accuracy Type=average per-class top-1 accuracy2019.08 | 0 | 84.7 | 0 |