Emotion Classification on PrivateXR Emotion
65MIA (ASR/AUC)XAI-guided DP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 65 | 15 | 96 | |
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 60 | 17 | 93 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 59 | 19 | 91 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 52 | 19 | 90 | |
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 48 | 17 | 93 | |
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 42 | 15 | 94 |