Temporal Attribution on FORD-A
93.87I(100)TimeSliver
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeSliverbackbone=TimeSliver2026.01 | 93.87 | 14.99 | |
| Integrated Gradientbackbone=CNN2026.01 | 93.65 | 14.76 | |
| DeepLiftbackbone=CNN2026.01 | 93.11 | 14.41 | |
| TimeX++backbone=CNN2026.01 | 87.85 | 13.83 | |
| DeepLiftShapbackbone=CNN2026.01 | 85.3 | 13.3 | |
| COLORbackbone=COLOR2026.01 | 83.95 | 12.12 | |
| Grad-CAMbackbone=CNN2026.01 | 81.43 | 11.07 | |
| GradSHAPbackbone=CNN2026.01 | 78.54 | 11.44 | |
| Attention Tracingbackbone=Transformer2026.01 | 76.47 | 9.6 | |
| LIMESegmentbackbone=CNN2026.01 | 76.14 | 10.57 | |
| Grad-SAMbackbone=Transformer2026.01 | 74.17 | 9.17 | |
| Randombackbone=CNN2026.01 | 73.89 | 8.89 | |
| KernelShapbackbone=CNN2026.01 | 67.8 | 11.1 | |
| LIMEbackbone=CNN2026.01 | 66.92 | 10.47 |