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Benchmarks
Bug Classification on Car-Easy
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100
Accuracy
Contrastive HoareLSTM
13.68
36.09
58.5
80.91
Oct 27, 2021
Accuracy
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
Contrastive HoareLSTM
Agent type=Single Dire...
2021.10
100
100
100
HoareLSTM
Agent type=Single Dire...
2021.10
99.3
99
100
HoareLSTM
Agent type=Random Agent
2021.10
98.5
99.6
94.1
Contrastive HoareLSTM
Agent type=Random Agent
2021.10
91.5
91.1
86
Noisy Supervised Learning
Agent type=Single Dire...
2021.10
91
90.3
98.6
Variational Autoencoder
Agent type=Single Dire...
2021.10
83.8
84.9
95.7
Variational Autoencoder
Agent type=Random Agent
2021.10
69.5
51.6
86
Noisy Supervised Learning
Agent type=Random Agent
2021.10
60.3
48
84.6
Gaussian Mixture Model
Agent type=Single Dire...
2021.10
25.3
60.6
23.8
Gaussian Mixture Model
Agent type=Random Agent
2021.10
17
18
7.3
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