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Knowledge Attribution Causal Ablation on Total (Combined ECLeKTic, MultiLoKo, G-MMLU) (test)
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48
Ablation Success Rate
XICI
2.656
14.428
26.2
37.972
Mar 17, 2026
Ablation Success Rate
Spurious Gain Rate
Rate Difference
Num Q's w/ Inconsistency
Num Q's w/ Experts ID'd
Avg Experts ID'd per Q
Original Correct Count
Num Q's All Incorrect
Updated 1mo ago
Evaluation Results
Method
Method
Links
Ablation Success Rate
Spurious Gain Rate
Rate Difference
Num Q's w/ Inconsistency
Num Q's w/ Experts ID'd
Avg Experts ID'd per Q
Original Correct Count
Num Q's All Incorrect
XICI
Model=GLM-4.5-Air, Det...
2026.03
48
3.9
44.1
482
381
20.4
3,789
69
XICI
Model=Qwen3-30B-A3B-In...
2026.03
35.5
3.4
32
419
325
16.7
2,536
38
Random Question-Shuffling (baseline)
Model=Qwen3-30B-A3B-In...
2026.03
7.4
3.7
3.6
-
-
-
-
-
Random Question-Shuffling (baseline)
Model=GLM-4.5-Air, Det...
2026.03
7.3
3.8
3.5
-
-
-
-
-
Random Expert Set of Same Size (baseline)
Model=GLM-4.5-Air, Det...
2026.03
5
3.9
1.1
-
-
-
-
-
Random Expert Set of Same Size (baseline)
Model=Qwen3-30B-A3B-In...
2026.03
4.4
3.2
1.2
-
-
-
-
-
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