Generalized Few-Shot Learning on CUB Two-Level distributions (test)
69.9Harmonic Mean Accuracy (Acc_H)DRAGON
Evaluation results
| Method | Links | |
|---|---|---|
| DRAGON# shots=202020.04 | 69.9 | |
| DRAGON# shots=102020.04 | 67.8 | |
| CADA-VAE# shots=202020.04 | 66 | |
| CADA-VAE# shots=102020.04 | 64.9 | |
| LAGO* (SE)# shots=202020.04 | 64.8 | |
| DRAGON# shots=52020.04 | 63.5 | |
| CADA-VAE# shots=52020.04 | 63 | |
| CA-VAE# shots=102020.04 | 62.2 | |
| LDAM# shots=202020.04 | 61.5 | |
| CE Loss* (VE)# shots=202020.04 | 60.9 | |
| DA-VAE# shots=102020.04 | 60.8 | |
| CA-VAE# shots=52020.04 | 59.6 | |
| CADA-VAE# shots=22020.04 | 59.2 | |
| DRAGON# shots=22020.04 | 59.2 | |
| DA-VAE# shots=52020.04 | 58.8 | |
| LAGO* (SE)# shots=102020.04 | 58.6 | |
| DRAGON# shots=12020.04 | 55.3 | |
| CADA-VAE# shots=12020.04 | 55.2 | |
| DA-VAE# shots=22020.04 | 54.6 | |
| CA-VAE# shots=22020.04 | 54.4 | |
| LDAM# shots=102020.04 | 52.2 | |
| REVISE# shots=102020.04 | 50.9 | |
| CA-VAE# shots=12020.04 | 50.6 | |
| CE Loss* (VE)# shots=102020.04 | 50.2 | |
| DA-VAE# shots=12020.04 | 49.2 | |
| LAGO* (SE)# shots=52020.04 | 49 | |
| REVISE# shots=52020.04 | 44.6 | |
| REVISE# shots=22020.04 | 41.1 | |
| REVISE# shots=12020.04 | 36.3 | |
| LDAM# shots=52020.04 | 36 | |
| LAGO* (SE)# shots=22020.04 | 33.2 | |
| CE Loss* (VE)# shots=52020.04 | 30.2 | |
| LAGO* (SE)# shots=12020.04 | 23 | |
| LDAM# shots=22020.04 | 10.9 | |
| CE Loss* (VE)# shots=22020.04 | 6.9 | |
| LDAM# shots=12020.04 | 2.4 | |
| CE Loss* (VE)# shots=12020.04 | 1.2 |