Continual Learning on High-dimensional LASA 8D, 16D, 32D
100AccuracySG
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SGArchitecture=sNODE2023.11 | 100 | 100 | 29 | 100 | 0 | 100 | 71 | 55 | |
| SGArchitecture=NODE2023.11 | 99 | 100 | 29 | 100 | 0 | 100 | 71 | 55 | |
| HNArchitecture=sNODE2023.11 | 97 | 100 | 100 | 85 | 64 | 100 | 91 | 85 | |
| HNArchitecture=NODE2023.11 | 92 | 99 | 100 | 64 | 65 | 100 | 87 | 82 | |
| CHNArchitecture=sNODE2023.11 | 86 | 100 | 100 | 81 | 84 | 100 | 92 | 90 | |
| REPArchitecture=sNODE2023.11 | 77 | 100 | 100 | 99 | 87 | 45 | 85 | 78 | |
| REPArchitecture=NODE2023.11 | 74 | 99 | 100 | 99 | 89 | 45 | 85 | 78 | |
| CHNArchitecture=NODE2023.11 | 72 | 99 | 100 | 60 | 86 | 100 | 86 | 82 | |
| FTArchitecture=NODE2023.11 | 18 | 2 | 100 | 99 | 89 | 100 | 68 | 55 | |
| FTArchitecture=sNODE2023.11 | 18 | 2 | 100 | 99 | 87 | 100 | 68 | 55 |