Sentiment Analysis on IMDB (test) (Adversarial Robustness - PWWS, GA, PSO)
90.2Clean AccuracyGBM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GBMModel Architecture=CNN2026.06 | 90.2 | 76.3 | 76.6 | 84.3 | |
| StandardModel Architecture=CNN2026.06 | 89.7 | 0.6 | 2.6 | 1.4 | |
| GBMModel Architecture=BiLSTM2026.06 | 89.6 | 76.8 | 77.8 | 84.3 | |
| StandardModel Architecture=BiLSTM2026.06 | 89.1 | 0.2 | 1.6 | 0.3 | |
| S-GBTModel Architecture=BiLSTM2026.06 | 88.4 | 86.1 | 85.6 | 92.4 | |
| SEMModel Architecture=CNN2026.06 | 87.6 | 62.2 | 63.5 | 61.5 | |
| SEMModel Architecture=BiLSTM2026.06 | 86.8 | 61.9 | 63.7 | 62.2 | |
| ATFLModel Architecture=BiLSTM2026.06 | 85.1 | 72.2 | 75.5 | 74 | |
| ATFLModel Architecture=CNN2026.06 | 85 | 63.6 | 66.8 | 64.7 | |
| ASCCModel Architecture=CNN2026.06 | 84.8 | 74 | 75.5 | 74.5 | |
| ASCCModel Architecture=BiLSTM2026.06 | 84.3 | 74.2 | 76.8 | 75.5 | |
| IBPModel Architecture=CNN2026.06 | 81.7 | 75.9 | 76 | 75.9 | |
| S-GBTModel Architecture=CNN2026.06 | 79.4 | 80.3 | 83 | 92.3 | |
| IBPModel Architecture=BiLSTM2026.06 | 77.6 | 67.5 | 67.8 | 67.6 |