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Benchmarks
Continual Knowledge Learning on LAMA-CKL (Llama2-7B based test)
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42.9
Top Accuracy
TAALM
6.604
16.027
25.45
34.873
Jul 24, 2024
Top Accuracy
NF Accuracy
Total Knowledge Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Top Accuracy
NF Accuracy
Total Knowledge Score
TAALM
Backbone=Llama2-7B, PE...
2024.07
42.9
89.83
132.73
RHO-1
Backbone=Llama2-7B, PE...
2024.07
14.1
82.23
96.33
K-Adapter
Backbone=Llama2-7B, PE...
2024.07
12.6
99.8
112.4
Finetune
Backbone=Llama2-7B, PE...
2024.07
11.5
81.74
93.24
RecAdam
Backbone=Llama2-7B, PE...
2024.07
10
79.33
89.33
Mix-review
Backbone=Llama2-7B, PE...
2024.07
8
79.88
87.88
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