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Benchmarks
Fact Verification on FEVER (Accuracy and Latency)
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61.4
Accuracy
ToT
45.176
49.388
53.6
57.812
Jun 13, 2024
Accuracy
Latency (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Latency (s)
ToT
Backbone=Mistral-7B
2024.06
61.4
3,291.3
TS-SFT
Backbone=Mistral-7B
2024.06
60.2
41.7
CPO
Backbone=Mistral-7B
2024.06
59.9
40.6
CoT
Backbone=Mistral-7B
2024.06
57.9
41.8
CPO
Backbone=LLAMA2-7B
2024.06
53.2
36.8
CPO
Backbone=LLAMA2-13B
2024.06
49.2
43.9
ToT
Backbone=LLAMA2-13B
2024.06
48.8
3,139.8
TS-SFT
Backbone=LLAMA2-13B
2024.06
48.8
44
CoT
Backbone=LLAMA2-13B
2024.06
48.2
45.4
TS-SFT
Backbone=LLAMA2-7B
2024.06
47.5
34
ToT
Backbone=LLAMA2-7B
2024.06
47.3
2,087.1
CoT
Backbone=LLAMA2-7B
2024.06
45.8
33.8
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