Generalized Few-Shot Learning on AWA Two-Level distributions (test)
83.3Harmonic Mean Accuracy (Acc_H)DRAGON
Evaluation results
| Method | Links | |
|---|---|---|
| DRAGON# shots=202020.04 | 83.3 | |
| DRAGON# shots=102020.04 | 81.9 | |
| CADA-VAE# shots=202020.04 | 80.9 | |
| CADA-VAE# shots=102020.04 | 80.2 | |
| CA-VAE# shots=102020.04 | 79 | |
| CADA-VAE# shots=52020.04 | 78.1 | |
| DA-VAE# shots=102020.04 | 76.8 | |
| DRAGON# shots=52020.04 | 76.7 | |
| CA-VAE# shots=52020.04 | 76.6 | |
| LAGO* (SE)# shots=202020.04 | 75.8 | |
| DA-VAE# shots=52020.04 | 75.6 | |
| CE Loss* (VE)# shots=202020.04 | 73.9 | |
| CADA-VAE# shots=22020.04 | 73.7 | |
| DA-VAE# shots=22020.04 | 73 | |
| CA-VAE# shots=22020.04 | 71.3 | |
| CE Loss* (VE)# shots=102020.04 | 69.9 | |
| CADA-VAE# shots=12020.04 | 69.6 | |
| DRAGON# shots=22020.04 | 69.1 | |
| LAGO* (SE)# shots=102020.04 | 68.7 | |
| LDAM# shots=202020.04 | 68.6 | |
| DA-VAE# shots=12020.04 | 68 | |
| REVISE# shots=102020.04 | 67.8 | |
| DRAGON# shots=12020.04 | 67.1 | |
| REVISE# shots=52020.04 | 64.1 | |
| CA-VAE# shots=12020.04 | 64 | |
| REVISE# shots=22020.04 | 60.3 | |
| LAGO* (SE)# shots=52020.04 | 59 | |
| LDAM# shots=102020.04 | 57 | |
| REVISE# shots=12020.04 | 56.1 | |
| CE Loss* (VE)# shots=52020.04 | 47.8 | |
| LDAM# shots=52020.04 | 41.1 | |
| LAGO* (SE)# shots=22020.04 | 33 | |
| LDAM# shots=22020.04 | 24.8 | |
| LAGO* (SE)# shots=12020.04 | 20.2 | |
| CE Loss* (VE)# shots=22020.04 | 20 | |
| LDAM# shots=12020.04 | 12.4 | |
| CE Loss* (VE)# shots=12020.04 | 11 |