Generalized Zero-Shot Learning on AWA1 (test)
82.2AccuracyMVCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MVCNShots=10-shot2022.11 | 82.2 | — | — | — | |
| DRAGONShots=10-shot2022.11 | 81.9 | — | — | — | |
| CADA-VAEShots=5-shot2022.11 | 81.8 | — | — | — | |
| CADA-VAEShots=10-shot2022.11 | 81.3 | — | — | — | |
| MVCNShots=5-shot2022.11 | 81.2 | — | — | — | |
| CA-VAEShots=10-shot2022.11 | 79 | — | — | — | |
| DRAGONShots=5-shot2022.11 | 78.7 | — | — | — | |
| CADA-VAEShots=2-shot2022.11 | 77.1 | — | — | — | |
| DA-VAEShots=10-shot2022.11 | 76.8 | — | — | — | |
| CA-VAEShots=5-shot2022.11 | 76.6 | — | — | — | |
| MVCNShots=2-shot2022.11 | 76.4 | — | — | — | |
| DA-VAEShots=5-shot2022.11 | 75.6 | — | — | — | |
| DRAGONShots=2-shot2022.11 | 74.1 | — | — | — | |
| DA-VAEShots=2-shot2022.11 | 73 | — | — | — | |
| CA-VAEShots=2-shot2022.11 | 71.3 | — | — | — | |
| MVCNShots=1-shot2022.11 | 69.9 | — | — | — | |
| CADA-VAEShots=1-shot2022.11 | 68.6 | — | — | — | |
| DA-VAEShots=1-shot2022.11 | 68 | — | — | — | |
| ReViSEShots=10-shot2022.11 | 67.8 | — | — | — | |
| DRAGONShots=1-shot2022.11 | 67.1 | — | — | — | |
| ReViSEShots=5-shot2022.11 | 64.1 | — | — | — | |
| CA-VAEShots=1-shot2022.11 | 64 | — | — | — | |
| ReViSEShots=2-shot2022.11 | 60.3 | — | — | — | |
| ReViSEShots=1-shot2022.11 | 56.1 | — | — | — | |
| BaseTotal Mem.=100%2021.03 | — | 5.14 | 0.92 | 1.56 | |
| L1Total Mem.=200%2021.03 | — | 49.64 | 58.23 | 53.59 | |
| L2Total Mem.=200%2021.03 | — | 46.71 | 59.07 | 52.17 | |
| LZSLTotal Mem.=200%2021.03 | — | 51.17 | 63.66 | 56.73 | |
| OriginalTotal Mem.=400%2021.03 | — | 57.3 | 72.8 | 64.1 | |
| RKRTotal Mem.=113%2021.03 | — | 58.79 | 69.36 | 63.64 | |
| SFTTotal Mem.=100%2021.03 | — | 47.27 | 55.18 | 50.92 |