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Benchmarks
Trip purpose prediction on NHTS
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46.3
Accuracy
NN
24.148
29.899
35.65
41.401
Nov 30, 2023
Accuracy
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
NN
Training pipeline=large
2023.11
46.3
45.5
RF
Training pipeline=large
2023.11
45.9
45.1
MNL
Training pipeline=large
2023.11
41.8
40.1
LLM-Llama-3.1 70B
Training pipeline=zero...
2023.11
40.8
34.3
LLM-GPT-3.5
Training pipeline=zero...
2023.11
40.2
35.9
LLM-GPT-4
Training pipeline=zero...
2023.11
40.1
38.1
MNL + Embedding
Training pipeline=small
2023.11
32.7
29.9
LLM-Llama-3.1 8B
Training pipeline=zero...
2023.11
32.2
24.3
MNL
Training pipeline=small
2023.11
31.3
29.4
RF + Embedding
Training pipeline=small
2023.11
31.1
27.8
NN + Embedding
Training pipeline=small
2023.11
29.6
27.5
NN
Training pipeline=small
2023.11
26.8
21.3
RF
Training pipeline=small
2023.11
25
10
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