Generalized Zero-Shot Learning on SUN (test)
49.4Yucycle-CLSWGAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| cycle-CLSWGAN2018.08 | 49.4 | 33.6 | 40 | |
| cycle-WGAN2018.08 | 48.3 | 33.1 | 39.2 | |
| baseline2018.08 | 47.9 | 32.4 | 38.7 | |
| cycle-(U)WGAN2018.08 | 47.2 | 33.8 | 39.4 | |
| BaseTotal Mem.=100%2021.03 | 43.4 | 33.95 | 38.1 | |
| LZSLTotal Mem.=200%2021.03 | 42.43 | 31.78 | 36.34 | |
| RKRTotal Mem.=113%2021.03 | 42.22 | 36.01 | 38.87 | |
| L2Total Mem.=200%2021.03 | 42.08 | 32.33 | 36.56 | |
| L1Total Mem.=200%2021.03 | 40.14 | 34.11 | 36.88 | |
| SFTTotal Mem.=100%2021.03 | 38.47 | 36.1 | 37.2 | |
| OriginalTotal Mem.=400%2021.03 | 35.7 | 47.2 | 42.6 | |
| ALE2018.08 | 21.8 | 33.1 | 26.3 | |
| DEVISE2018.08 | 16.9 | 27.4 | 20.9 | |
| SJE2018.08 | 14.7 | 30.5 | 19.8 | |
| LATEM2018.08 | 14.7 | 28.8 | 19.5 | |
| ESZSL2018.08 | 11 | 27.9 | 15.8 | |
| SAE2018.08 | 7.8 | 54 | 13.6 | |
| DAP2018.08 | 1.7 | 67.9 | 3.3 | |
| IAP2018.08 | 0.2 | 72.8 | 0.4 |