Negative temporal attribution on Audio
-0.25Δŷc(2%)Random
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random2026.01 | -0.25 | -0.2 | |
| GradSHAP2026.01 | -0.22 | -0.18 | |
| COLOR2026.01 | -0.19 | -0.08 | |
| KernelShap2026.01 | -0.17 | -0.16 | |
| Grad-SAM2026.01 | -0.16 | -0.11 | |
| DeepLift2026.01 | -0.15 | -0.17 | |
| DeepLiftShap2026.01 | -0.15 | -0.14 | |
| Attention Tracing2026.01 | -0.13 | -0.13 | |
| Integrated Gradient2026.01 | -0.12 | -0.08 | |
| LIME2026.01 | -0.1 | -0.1 | |
| TimeX++2026.01 | -0.09 | -0.15 | |
| Grad-CAM2026.01 | -0.07 | -0.12 | |
| TimeSliver2026.01 | -0.07 | -0.08 |