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Topic Classification on Reuters-21578 (test)

0.923Accuracy

Fusion

Updated 27d ago

Evaluation Results

Method	Links
Fusion 2025.12		0.923	0.96	0.967	0.961
Fusion 2025.12		0.902	0.954	0.954	0.965
RoBERTa 2025.12		0.89	0.946	0.932	0.966
OpenAI 2025.12		0.889	0.939	0.963	0.927
RoBERTa 2025.12		0.888	0.943	0.93	0.966
OpenAI 2025.12		0.886	0.928	0.951	0.923
OpenAI 2025.12		0.884	0.938	0.959	0.924
OpenAI 2025.12		0.88	0.934	0.951	0.918
OpenAI 2025.12		0.879	0.931	0.952	0.917
Fusion 2025.12		0.855	0.932	0.929	0.95
Fusion 2025.12		0.836	0.886	0.893	0.889
RoBERTa 2025.12		0.834	0.907	0.906	0.945
RoBERTa 2025.12		0.82	0.836	0.858	0.85
Fusion 2025.12		0.72	0.752	0.769	0.745
RoBERTa 2025.12		0.673	0.534	0.465	0.643
PiNDA 2024.08		0.4437	-	-	-
SimCL 2024.08		0.4434	-	-	-
Random Noise 2024.08		0.4421	-	-	-
PiNDA + CLAE 2024.08		0.4207	-	-	-
CLAE 2024.08		0.4191	-	-	-
PiNDA + CLAE 2024.08		0.3918	-	-	-
CLAE 2024.08		0.3895	-	-	-
PiNDA 2024.08		0.384	-	-	-
Random Noise 2024.08		0.383	-	-	-
SimCL 2024.08		0.38	-	-	-