Our new X account is live! Follow @wizwand_team for updates

Relation Extraction on XFUND v1.0 (test)

0.6404FUNSD Score

LayoutXLM

Updated 4d ago

Evaluation Results

Method	Links
LayoutXLM 2021.04		0.6404	0.7888	0.7255	0.7666	0.7102	0.7691	0.6843	0.6796	0.7206
LayoutXLM 2021.04		0.6404	0.5531	0.5696	0.578	0.5615	0.5184	0.489	0.4795	0.5487
LayoutXLM 2021.04		0.5483	0.7073	0.6963	0.6896	0.6353	0.6415	0.6551	0.5718	0.6432
LayoutXLM 2021.04		0.5483	0.4494	0.4408	0.4708	0.4416	0.409	0.382	0.3685	0.4388
InfoXLM 2021.04		0.3679	0.6775	0.6604	0.6346	0.6096	0.6659	0.6057	0.58	0.6002
InfoXLM 2021.04		0.3679	0.3156	0.3364	0.3185	0.3189	0.272	0.2953	0.2554	0.31
XLM-RoBERTa 2021.04		0.3473	0.6475	0.6798	0.633	0.608	0.6171	0.6189	0.5762	0.591
XLM-RoBERTa 2021.04		0.3473	0.2421	0.3037	0.2843	0.2897	0.2496	0.2617	0.2333	0.2765
InfoXLM 2021.04		0.292	0.5214	0.6	0.5516	0.4913	0.5281	0.5262	0.417	0.491
InfoXLM 2021.04		0.292	0.2405	0.2851	0.2481	0.2454	0.2193	0.2027	0.2049	0.2423
XLM-RoBERTa 2021.04		0.2659	0.5105	0.58	0.5295	0.4965	0.5305	0.5041	0.3982	0.4769
XLM-RoBERTa 2021.04		0.2659	0.1601	0.2611	0.244	0.224	0.2374	0.2288	0.1996	0.2276