Explanation Evaluation on sentihood (test)
26.21Sag (K=10)TracIn++
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TracIn++Faithful to θ?=true, Hessian-free?=true, Interpretable explanations?=High2021.06 | 26.21 | 23.43 | 66.65 | 66.72 | 9.23 | 4.58 | |
| IF++Faithful to θ?=true, Hessian-free?=false, Interpretable explanations?=High2021.06 | 22.54 | 22.21 | 61.96 | 63.16 | 6.91 | 11.05 | |
| IF+Faithful to θ?=true, Hessian-free?=false, Interpretable explanations?=true2021.06 | 4.75 | 7.82 | 41.91 | 44.05 | 16.21 | 18.53 | |
| IFFaithful to θ?=true, Hessian-free?=false, Interpretable explanations?=false2021.06 | 4.69 | 3.56 | 53 | 56.38 | 10.56 | 16.21 | |
| TracInFFaithful to θ?=false, Hessian-free?=true, Interpretable explanations?=false2021.06 | 3.07 | 1.78 | 55.91 | 59.66 | 9.23 | 27.83 | |
| TracIn+Faithful to θ?=true, Hessian-free?=true, Interpretable explanations?=true2021.06 | 0.98 | 1.61 | 18.22 | 17.49 | 6.91 | 9.23 |