Temporal Attribution on EEG
83.99I(100)TimeSliver
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeSliverbackbone=TimeSliver2026.01 | 83.99 | 14.52 | |
| Integrated Gradientbackbone=CNN2026.01 | 83.19 | 14.24 | |
| DeepLiftbackbone=CNN2026.01 | 80.43 | 13.63 | |
| TimeX++backbone=CNN2026.01 | 74.1 | 11.84 | |
| Grad-CAMbackbone=CNN2026.01 | 67.23 | 10.7 | |
| KernelShapbackbone=CNN2026.01 | 66.92 | 10.47 | |
| COLORbackbone=COLOR2026.01 | 66.48 | 10.85 | |
| DeepLiftShapbackbone=CNN2026.01 | 65.34 | 10.66 | |
| LIMEbackbone=CNN2026.01 | 64.02 | 10.55 | |
| GradSHAPbackbone=CNN2026.01 | 63.76 | 10.41 | |
| Attention Tracingbackbone=Transformer2026.01 | 63.16 | 9.28 | |
| Randombackbone=CNN2026.01 | 62.66 | 9.33 | |
| Grad-SAMbackbone=Transformer2026.01 | 62.11 | 9.38 |