Relation Extraction on XFUND v1.0 (test) benchmark leaderboard · SOTA2 Research

Relation Extraction on XFUND v1.0 (test)

0.6404FUNSD ScoreLayoutXLM

Evaluation Results

Method	Links
LayoutXLM2021.04		0.6404	0.7888	0.7255	0.7666	0.7102	0.7691	0.6843	0.6796	0.7206
LayoutXLM2021.04		0.6404	0.5531	0.5696	0.578	0.5615	0.5184	0.489	0.4795	0.5487
LayoutXLM2021.04		0.5483	0.7073	0.6963	0.6896	0.6353	0.6415	0.6551	0.5718	0.6432
LayoutXLM2021.04		0.5483	0.4494	0.4408	0.4708	0.4416	0.409	0.382	0.3685	0.4388
InfoXLM2021.04		0.3679	0.6775	0.6604	0.6346	0.6096	0.6659	0.6057	0.58	0.6002
InfoXLM2021.04		0.3679	0.3156	0.3364	0.3185	0.3189	0.272	0.2953	0.2554	0.31
XLM-RoBERTa2021.04		0.3473	0.6475	0.6798	0.633	0.608	0.6171	0.6189	0.5762	0.591
XLM-RoBERTa2021.04		0.3473	0.2421	0.3037	0.2843	0.2897	0.2496	0.2617	0.2333	0.2765
InfoXLM2021.04		0.292	0.5214	0.6	0.5516	0.4913	0.5281	0.5262	0.417	0.491
InfoXLM2021.04		0.292	0.2405	0.2851	0.2481	0.2454	0.2193	0.2027	0.2049	0.2423
XLM-RoBERTa2021.04		0.2659	0.5105	0.58	0.5295	0.4965	0.5305	0.5041	0.3982	0.4769
XLM-RoBERTa2021.04		0.2659	0.1601	0.2611	0.244	0.224	0.2374	0.2288	0.1996	0.2276