Time Series Attribution on LOWVAR synthetic (test)
99AUPRCTimeSliver
Evaluation results
| Method | Links | |
|---|---|---|
| TimeSliver2026.01 | 99 | |
| COLOR2026.01 | 96 | |
| TimeX++2026.01 | 95 | |
| Integrated Gradient2026.01 | 73 | |
| Grad-CAM2026.01 | 55 | |
| DeepLift2026.01 | 54 | |
| DeepLiftShap2026.01 | 54 | |
| Grad-SAM2026.01 | 54 | |
| GradientSHAP2026.01 | 50 | |
| KernelShap2026.01 | 12 | |
| LIME2026.01 | 10 | |
| Random2026.01 | 8 | |
| Attention Tracing2026.01 | 8 |