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Time Series Classification Faithfulness Evaluation on UEA SpokenArabicDigits
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0.9618
I(20)
AnchorMoE
0.739864
0.797482
0.8551
0.912718
Jun 2, 2026
I(20)
Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
I(20)
Gap
AnchorMoE
Explanation Method=Anc...
2026.06
0.9618
0.4755
FIT
Explanation Method=FIT
2026.06
0.961
0.3736
TimeX
Explanation Method=TimeX
2026.06
0.933
0.2931
IG
Explanation Method=IG
2026.06
0.926
0.2515
DeepSHAP
Explanation Method=Dee...
2026.06
0.9197
0.2794
Input×Grad
Explanation Method=Inp...
2026.06
0.9086
0.1789
DeepLIFT
Explanation Method=Dee...
2026.06
0.9086
0.1787
DynaMask
Explanation Method=Dyn...
2026.06
0.8883
0.2173
Vanilla
Explanation Method=Van...
2026.06
0.8865
0.1152
Random
Explanation Method=Random
2026.06
0.7484
0.0579
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