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Knowledge Editing on MQuAKE-3K (Hop-based Evaluation)
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59.253
M-hop Success Rate
MCircKE
7.78964
21.15032
34.511
47.87168
Apr 7, 2026
M-hop Success Rate
2-hop Success Rate
3-hop Success Rate
4-hop Success Rate
S-hop Success Rate
Updated 10d ago
Evaluation Results
Method
Method
Links
M-hop Success Rate
2-hop Success Rate
3-hop Success Rate
4-hop Success Rate
S-hop Success Rate
MCircKE
Model=GPT-J
2026.04
59.253
64.61
49.41
66.26
85.219
CaKE
Model=GPT-J
2026.04
56.318
61.84
46.77
62.59
85.277
ROME
Model=GPT-J
2026.04
23.23
32.89
17.55
17.06
52.497
LoRA
Model=GPT-J
2026.04
9.769
12.61
6.72
10.11
47.579
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