Phishing Intent Classification on GuardPhish (test)
98.27Accuracydistilbert-base-uncased
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| distilbert-base-uncasedFine-tuning=true, batch size=32, learning rate=5x10-6, optimizer=AdamW, epochs=102026.04 | 98.27 | 98.27 | 98.29 | 98.27 | |
| bert-base-uncasedFine-tuning=true, batch size=32, learning rate=5x10-6, optimizer=AdamW, epochs=102026.04 | 98.02 | 98.02 | 98.06 | 98.02 | |
| microsoft/deberta-v3-baseFine-tuning=true, batch size=32, learning rate=5x10-6, optimizer=AdamW, epochs=102026.04 | 97.99 | 97.99 | 98.04 | 97.99 | |
| roberta-baseFine-tuning=true, batch size=32, learning rate=5x10-6, optimizer=AdamW, epochs=102026.04 | 97.57 | 97.57 | 97.65 | 97.57 | |
| albert-base-v2Fine-tuning=true, batch size=32, learning rate=5x10-6, optimizer=AdamW, epochs=102026.04 | 95.52 | 95.52 | 95.65 | 95.52 |