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Document Classification on MLDoc 1.0 (test)

0.959Accuracy (DE)

MultiFiT

Updated 4d ago

Evaluation Results

Method	Links
MultiFiT 2019.09		0.959	0.9607	0.9475	0.9025	0.9003	0.8765	0.9252
MultiFiT, no wiki 2019.09		0.9523	0.9507	0.9465	0.893	0.8863	0.8752	0.9003
Monolingual BERT 2019.09		0.9493	-	-	-	-	-	0.9217
MultiBERT 2019.09		0.94	0.9515	0.932	0.8582	0.8748	0.8685	0.9072
MultiCCA 2019.09		0.937	0.9445	0.9205	0.8555	0.8535	0.8565	0.873
LASER, paper 2019.09		0.927	0.8875	0.908	0.8593	0.8515	0.8465	0.8898
MultiFiT, pseudo 2019.09		0.9162	0.791	0.8942	0.7602	0.6957	0.6783	0.8248
MultiFiT 2019.09		0.909	0.89	0.8503	0.8012	0.8055	0.7355	0.8802
LASER, code 2019.09		0.8765	0.7548	0.84	0.7118	0.6458	0.6658	0.7665
LASER, paper 2019.09		0.8625	0.793	0.783	0.702	0.6095	0.6725	0.7098
MultiBERT 2019.09		0.8235	0.7498	0.8303	0.6827	0.6458	0.7158	0.6617
MultiCCA 2019.09		0.812	0.725	0.7238	0.6938	0.6763	0.608	0.7473