SMS Spam Classification on SMS Spam

99.04F1-score

DCF

Updated 29d ago

Evaluation Results

Method
DCF 2021.10	99.04	98.31	99.79	98.38
RF 2021.10	97.62	96.44	98.82	95.96
ANYSIMLITE 2026.06	97.5	-	-	99.28
NB 2021.10	97.14	96.12	98.18	95.15
Shen et al., 2025 2026.06	97.08	-	-	99.28
Liu et al., 2021 2026.06	96.13	-	-	98.92
DCF 2021.10	94.8	98.8	91.11	98.38
Agentic Knowledge Distillation 2026.02	94.42	92.65	96.25	94.31
KNN 2021.10	92.73	96.2	89.5	88.23
Agentic Knowledge Distillation 2026.02	92.13	91.77	92.5	92.1
SVM 2021.10	90.11	97.86	83.49	84.64
Agentic Knowledge Distillation 2026.02	87	80.38	95.98	86.28
RF 2021.10	86.65	92.99	81.11	95.96
Agentic Knowledge Distillation 2026.02	86.58	79.29	95.31	85.21
Agentic Knowledge Distillation 2026.02	85.75	88.7	83	86.21
NB 2021.10	84.12	89.38	79.44	95.15
Agentic Knowledge Distillation 2026.02	83.31	72.73	97.46	80.46
Agentic Knowledge Distillation 2026.02	71.26	55.38	99.87	59.71
KNN 2021.10	69.18	60	81.67	88.23
SVM 2021.10	65.59	51.42	90.56	84.64
Agentic Knowledge Distillation 2026.02	59.64	98.76	42.7	71.08