Text Classification on AGNews (test) benchmark leaderboard · SOTA2 Research

Text Classification on AGNews (test)

96.16Perturbation S (20%)Base (Clean)

Evaluation Results

Method	Links
Base (Clean)2025.10		96.16	96.16	96.16	96.16	96.16	96.16
Delora2025.10		95.64	95.29	95.84	95.17	95.64	95.86
LAFT2025.10		93.09	91.38	93.19	89.82	92.81	90.65
Clear2025.10		92.98	90.3	92.76	89.39	92.46	89.8
SENT2025.10		92.57	89.31	92.37	89.91	92.6	89.45
SelfMix2025.10		92.22	89.45	92.88	90.65	91.97	89.24
NoiseAL2025.10		92.2	90.31	93.08	89.02	92.69	90.31
Co-Teaching2025.10		92.03	88.75	92.55	89.38	92.88	88.88
Base2025.10		91.46	88.39	91.71	88.88	91.62	88.57
LLM-base2025.10		84.52	84.52	84.52	84.52	84.52	84.52