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Benchmarks
Mode Choice Prediction on Swissmetro
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63.5
Accuracy
NN
44.78
49.64
54.5
59.36
Nov 30, 2023
Accuracy
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
NN
Training pipeline=large
2023.11
63.5
63.7
RF
Training pipeline=large
2023.11
61.2
61.3
MNL
Training pipeline=large
2023.11
60.5
59.5
LLM-GPT-3.5
Training pipeline=zero...
2023.11
58.6
57.2
LLM-GPT-4
Training pipeline=zero...
2023.11
57
56.9
LLM-Llama-3.1 8B
Training pipeline=zero...
2023.11
55.1
53.9
LLM-Llama-3.1 70B
Training pipeline=zero...
2023.11
54
53.2
NN + Embedding
Training pipeline=small
2023.11
53.2
52.9
RF + Embedding
Training pipeline=small
2023.11
50.9
49.8
MNL + Embedding
Training pipeline=small
2023.11
49.4
48.6
MNL
Training pipeline=small
2023.11
46.9
45.7
NN
Training pipeline=small
2023.11
46.2
45.5
RF
Training pipeline=small
2023.11
45.5
44.1
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