Bug Classification on Car-Easy
100AccuracyContrastive HoareLSTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Contrastive HoareLSTMAgent type=Single Direction Agent2021.10 | 100 | 100 | 100 | |
| HoareLSTMAgent type=Single Direction Agent2021.10 | 99.3 | 99 | 100 | |
| HoareLSTMAgent type=Random Agent2021.10 | 98.5 | 99.6 | 94.1 | |
| Contrastive HoareLSTMAgent type=Random Agent2021.10 | 91.5 | 91.1 | 86 | |
| Noisy Supervised LearningAgent type=Single Direction Agent2021.10 | 91 | 90.3 | 98.6 | |
| Variational AutoencoderAgent type=Single Direction Agent2021.10 | 83.8 | 84.9 | 95.7 | |
| Variational AutoencoderAgent type=Random Agent2021.10 | 69.5 | 51.6 | 86 | |
| Noisy Supervised LearningAgent type=Random Agent2021.10 | 60.3 | 48 | 84.6 | |
| Gaussian Mixture ModelAgent type=Single Direction Agent2021.10 | 25.3 | 60.6 | 23.8 | |
| Gaussian Mixture ModelAgent type=Random Agent2021.10 | 17 | 18 | 7.3 |