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Benchmarks
Natural Language Explanation Generation on Cora
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97
Simul.
GraphNarrator
77.24
82.37
87.5
92.63
Oct 20, 2024
Simul.
PMI (10%)
PMI (20%)
PMI (30%)
Brevity Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Simul.
PMI (10%)
PMI (20%)
PMI (30%)
Brevity Score
GraphNarrator
Backbone=LLaMA3.1 8B
2024.10
97
41.8
29
22.7
31.5
GPT-4o
2024.10
95
41.4
28.4
22.5
35.7
SMV
2024.10
88
35.9
26.7
21.7
43.1
GPT-3.5 Turbo
2024.10
83
34
28.1
21.3
31.8
LLaMA3.1 8B
2024.10
78
33.5
27.8
19.9
60
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