Episodic multi-task classification on DomainNet meta (test)
69.38AccuracyHNPs
Evaluation results
| Method | Links | |
|---|---|---|
| HNPsNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 69.38 | |
| Proto. Net.Number of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 68.8 | |
| ERMNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 68.52 | |
| TNP-DNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 67.39 | |
| MAMLNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 65.24 | |
| DGPsNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 63.32 | |
| HNPsNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 62.36 | |
| ERMNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 59.95 | |
| VMTLNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 57.37 | |
| Proto. Net.Number of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 53.71 | |
| MAMLNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 53.21 | |
| DGPsNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 50.93 | |
| TNP-DNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 49.1 | |
| HNPsNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 48.56 | |
| ERMNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 47.85 | |
| TNP-DNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 47.69 | |
| Proto. Net.Number of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 47.59 | |
| VMTLNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 42.24 | |
| CNPsNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 40.53 | |
| HNPsNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 39.32 | |
| DGPsNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 38.63 | |
| ERMNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 38.62 | |
| CNPsNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 37.9 | |
| Proto. Net.Number of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 31.9 | |
| VMTLNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 31.38 | |
| TNP-DNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 28.83 | |
| DGPsNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 25.46 | |
| NPsNumber of tasks=6-task, Number of ways=5-way, Shots=1-shot2023.10 | 20.58 | |
| NPsNumber of tasks=6-task, Number of ways=5-way, Shots=5-shot2023.10 | 20.53 | |
| MAMLNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 20.35 | |
| VMTLNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 18.05 | |
| MAMLNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 17.1 | |
| CNPsNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 5.14 | |
| CNPsNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 5.12 | |
| NPsNumber of tasks=6-task, Number of ways=20-way, Shots=1-shot2023.10 | 5.12 | |
| NPsNumber of tasks=6-task, Number of ways=20-way, Shots=5-shot2023.10 | 5.11 |