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Text Classification on AGNews (test)

96.16Perturbation S (20%)

Base (Clean)

Updated 4d ago

Evaluation Results

Method	Links
Base (Clean) 2025.10		96.16	96.16	96.16	96.16	96.16	96.16
Delora 2025.10		95.64	95.29	95.84	95.17	95.64	95.86
LAFT 2025.10		93.09	91.38	93.19	89.82	92.81	90.65
Clear 2025.10		92.98	90.3	92.76	89.39	92.46	89.8
SENT 2025.10		92.57	89.31	92.37	89.91	92.6	89.45
SelfMix 2025.10		92.22	89.45	92.88	90.65	91.97	89.24
NoiseAL 2025.10		92.2	90.31	93.08	89.02	92.69	90.31
Co-Teaching 2025.10		92.03	88.75	92.55	89.38	92.88	88.88
Base 2025.10		91.46	88.39	91.71	88.88	91.62	88.57
LLM-base 2025.10		84.52	84.52	84.52	84.52	84.52	84.52