Episodic multi-task classification on Office-Home meta (test)
80.8Avg AccuracyHNPs
Evaluation results
| Method | Links | |
|---|---|---|
| HNPsNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 80.8 | |
| DGPsNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 79.96 | |
| TNP-DNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 78.94 | |
| HNPsNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 76.29 | |
| MAMLNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 75.29 | |
| Proto. Net.Number of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 74.97 | |
| ERMNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 73.62 | |
| ERMNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 66.04 | |
| DGPsNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 65.89 | |
| VMTLNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 65.75 | |
| TNP-DNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 65.49 | |
| MAMLNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 60.58 | |
| HNPsNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 59.97 | |
| TNP-DNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 59.19 | |
| Proto. Net.Number of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 57.19 | |
| CNPsNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 55.07 | |
| NPsNumber of tasks=4-task, Number of ways=5-way, Shots=5-shot2023.10 | 53.99 | |
| HNPsNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 51.82 | |
| Proto. Net.Number of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 49.75 | |
| VMTLNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 49.71 | |
| DGPsNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 49.46 | |
| MAMLNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 48.39 | |
| ERMNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 47.14 | |
| CNPsNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 43.33 | |
| VMTLNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 42.82 | |
| TNP-DNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 41.61 | |
| ERMNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 39.25 | |
| MAMLNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 34.29 | |
| NPsNumber of tasks=4-task, Number of ways=5-way, Shots=1-shot2023.10 | 33.66 | |
| Proto. Net.Number of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 32.72 | |
| DGPsNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 31.48 | |
| VMTLNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 27.5 | |
| CNPsNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 12.02 | |
| NPsNumber of tasks=4-task, Number of ways=20-way, Shots=5-shot2023.10 | 11.4 | |
| CNPsNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 10.57 | |
| NPsNumber of tasks=4-task, Number of ways=20-way, Shots=1-shot2023.10 | 5.25 |