Few-shot classification on Mini-Wiki (meta-test)
0.3868Meta-test Loss (CELs)MAML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAMLn-shot=3-shot, n-way=4-way2021.02 | 0.3868 | — | |
| MR-MAMLn-shot=3-shot, n-way=4-way, delta=0.012021.02 | 0.3869 | 0.7312 | |
| PAC-BUSn-shot=3-shot, n-way=4-way, delta=0.012021.02 | 0.3878 | 0.5058 | |
| MAMLn-shot=5-shot, n-way=4-way2021.02 | 0.3883 | — | |
| MR-MAMLn-shot=5-shot, n-way=4-way, delta=0.012021.02 | 0.3884 | 0.7283 | |
| PAC-BUSn-shot=5-shot, n-way=4-way, delta=0.012021.02 | 0.3895 | 0.5101 | |
| MAMLn-shot=1-shot, n-way=4-way2021.02 | 0.3916 | — | |
| MR-MAMLn-shot=1-shot, n-way=4-way, delta=0.012021.02 | 0.3922 | 0.74 | |
| PAC-BUSn-shot=1-shot, n-way=4-way, delta=0.012021.02 | 0.3922 | 0.4999 | |
| FLI-Batchn-shot=3-shot, n-way=4-way, delta=0.012021.02 | 0.4078 | 0.6366 | |
| FLI-Batchn-shot=1-shot, n-way=4-way, delta=0.012021.02 | 0.4091 | 0.6638 | |
| FLI-Batchn-shot=5-shot, n-way=4-way, delta=0.012021.02 | 0.4097 | 0.6343 |