Temporal Attribution on Audio
74.3I(100)TimeSliver
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeSliverbackbone=TimeSliver2026.01 | 74.3 | 11.35 | |
| TimeX++backbone=CNN2026.01 | 73.24 | 11.2 | |
| KernelShapbackbone=CNN2026.01 | 72.26 | 10.52 | |
| COLORbackbone=COLOR2026.01 | 71.46 | 10.47 | |
| DeepLiftShapbackbone=CNN2026.01 | 70.55 | 10.7 | |
| Grad-CAMbackbone=CNN2026.01 | 69.79 | 10.05 | |
| GradSHAPbackbone=CNN2026.01 | 69.53 | 10.48 | |
| Attention Tracingbackbone=Transformer2026.01 | 69.15 | 9.75 | |
| LIMEbackbone=CNN2026.01 | 69.09 | 9.54 | |
| Grad-SAMbackbone=Transformer2026.01 | 69 | 9.89 | |
| Randombackbone=CNN2026.01 | 67.9 | 9.06 | |
| Integrated Gradientbackbone=CNN2026.01 | 63.69 | 8.34 | |
| DeepLiftbackbone=CNN2026.01 | 63.35 | 8.15 |