Attribution Runtime Analysis on Mythos f^heat (N=10^6)
1.6Runtime (s)LOO
Evaluation results
| Method | Links | |
|---|---|---|
| LOOT (Window length)=14, D (Feature dimension)=3, Repeats=3, Hardware=Apple M4 CPU node (10 cores, 16 GB memory)2026.05 | 1.6 | |
| Sampled BanzhafT (Window length)=14, D (Feature dimension)=3, Repeats=3, Hardware=Apple M4 CPU node (10 cores, 16 GB memory), Samples (m)=10002026.05 | 3.8 | |
| Aumann–Shapley path-integral attributionT (Window length)=14, D (Feature dimension)=3, Repeats=3, Hardware=Apple M4 CPU node (10 cores, 16 GB memory)2026.05 | 8.6 | |
| Sampled ShapleyT (Window length)=14, D (Feature dimension)=3, Repeats=3, Hardware=Apple M4 CPU node (10 cores, 16 GB memory), Samples (m)=10002026.05 | 9.3 |