Generalized Few-Shot Learning on Two-Level SUN distributions (test)
48.2Harmonic Mean Acc_HDRAGON
Evaluation results
| Method | Links | |
|---|---|---|
| DRAGON# shots=102020.04 | 48.2 | |
| CADA-VAE# shots=102020.04 | 47.6 | |
| DRAGON# shots=52020.04 | 46.7 | |
| CADA-VAE# shots=52020.04 | 46 | |
| CA-VAE# shots=102020.04 | 45.8 | |
| DA-VAE# shots=102020.04 | 45.1 | |
| CA-VAE# shots=52020.04 | 44.2 | |
| DRAGON# shots=22020.04 | 43.8 | |
| DA-VAE# shots=52020.04 | 43.6 | |
| CADA-VAE# shots=22020.04 | 43 | |
| CA-VAE# shots=22020.04 | 41.4 | |
| DRAGON# shots=12020.04 | 41 | |
| REVISE# shots=102020.04 | 40.8 | |
| DA-VAE# shots=22020.04 | 40.8 | |
| CADA-VAE# shots=12020.04 | 40.6 | |
| CE Loss* (VE)# shots=102020.04 | 38.3 | |
| CA-VAE# shots=12020.04 | 37.8 | |
| DA-VAE# shots=12020.04 | 37.8 | |
| REVISE# shots=52020.04 | 37.4 | |
| LDAM# shots=102020.04 | 37 | |
| REVISE# shots=22020.04 | 33.4 | |
| LAGO* (SE)# shots=102020.04 | 27.8 | |
| REVISE# shots=12020.04 | 27.4 | |
| LDAM# shots=52020.04 | 26.6 | |
| LAGO* (SE)# shots=52020.04 | 25.6 | |
| CE Loss* (VE)# shots=52020.04 | 25.1 | |
| LAGO* (SE)# shots=22020.04 | 23.2 | |
| LAGO* (SE)# shots=12020.04 | 19.5 | |
| LDAM# shots=22020.04 | 11.5 | |
| CE Loss* (VE)# shots=22020.04 | 8.9 | |
| LDAM# shots=12020.04 | 4.3 | |
| CE Loss* (VE)# shots=12020.04 | 1.8 |