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Layout Analysis on DocBank 1.0 (test)

98.29Abstract

VSR

Updated 4d ago

Evaluation Results

Method	Links
VSR 2021.05		98.29	91.19	96.32	95.84	99.96	95.11	94.66	98.66	95.05	97.11	89.24	95.63	95.59	-
LayoutLM_base 2021.05		98.16	85.95	95.97	89.47	100	89.57	89.48	97.88	93.38	95.98	86.33	95.79	93.16	-
X101+LayoutLM_base 2021.05		98.15	89.07	96.69	90.51	94.3	99.9	93	98.43	94.37	96.64	88.18	95.75	94.78	-
X101+LayoutLM_large 2021.05		98.02	89.64	96.66	94.4	99.94	93.52	92.93	98.44	94.3	96.7	88.75	95.31	94.88	-
LayoutLM_large 2021.05		97.84	87.83	95.56	89.74	100	91.46	90.04	97.9	93.32	95.96	86.79	95.52	93.5	-
X101 2021.05		97.17	82.27	94.35	89.38	88.12	90.29	90.51	96.82	87.98	94.12	83.53	91.58	90.61	-
VSR 2021.05		96.3	89.2	94.6	77.3	97.8	93.2	86.2	69	90.3	79.2	77.5	94.9	-	87.6
Faster RCNN 2021.05		96.2	88.9	93.9	78.1	85.4	93.4	86.1	67.8	89.9	76.7	77.2	95.3	-	86.3
RoBERTa_large 2021.05		94.79	87.24	90.81	83.7	100	83.92	74.51	96.65	93.34	94.07	84.94	94.61	89.88	-
BERT_base 2021.05		92.94	84.84	86.29	81.52	100	78.05	71.33	96.19	93.1	90.81	82.96	94.42	87.7	-
RoBERTa_base 2021.05		92.88	86.18	89.44	82.48	100	80.14	73.53	96.46	93.41	93.37	83.89	95.11	88.91	-
BERT_large 2021.05		92.86	85.77	86.5	81.77	100	78.14	69.6	96.19	92.84	90.65	83.2	94.3	87.65	-