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Benchmarks
Question Answering on HotpotQA (Accuracy and Latency)
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32
Accuracy
ToT
20.56
23.53
26.5
29.47
Jun 13, 2024
Accuracy
Latency (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Latency (s)
ToT
Backbone=LLAMA2-13B
2024.06
32
1,271
TS-SFT
Backbone=LLAMA2-13B
2024.06
30.3
65.5
CPO
Backbone=LLAMA2-13B
2024.06
30.3
63.8
ToT
Backbone=Mistral-7B
2024.06
30
4,698
CPO
Backbone=Mistral-7B
2024.06
29.4
56.9
CoT
Backbone=LLAMA2-13B
2024.06
29
65.2
TS-SFT
Backbone=Mistral-7B
2024.06
28.6
56.2
CoT
Backbone=Mistral-7B
2024.06
28
58.4
CPO
Backbone=LLAMA2-7B
2024.06
24
41.1
ToT
Backbone=LLAMA2-7B
2024.06
23
1,100.7
TS-SFT
Backbone=LLAMA2-7B
2024.06
22.7
44.8
CoT
Backbone=LLAMA2-7B
2024.06
21
45.5
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