Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Time Series Classification Faithfulness Evaluation on UEA DuckDuckGeese
Loading...
0.44
I(20)
DynaMask
0.301368
0.337359
0.37335
0.409341
Jun 2, 2026
I(20)
Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
I(20)
Gap
DynaMask
Explanation Method=Dyn...
2026.06
0.44
0.0796
FIT
Explanation Method=FIT
2026.06
0.44
0.1591
AnchorMoE
Explanation Method=Anc...
2026.06
0.44
0.1921
TimeX
Explanation Method=TimeX
2026.06
0.4133
0.0522
Random
Explanation Method=Random
2026.06
0.3533
-0.0036
Input×Grad
Explanation Method=Inp...
2026.06
0.3267
-0.0355
DeepLIFT
Explanation Method=Dee...
2026.06
0.3267
-0.0355
Vanilla
Explanation Method=Van...
2026.06
0.32
-0.0334
IG
Explanation Method=IG
2026.06
0.32
-0.033
DeepSHAP
Explanation Method=Dee...
2026.06
0.3067
-0.034
Feedback
Search any
task
Search any
task
