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Table Structure Recognition on PubTabNet (val)

96.87TEDS

MuTabNet

Updated 24d ago

Evaluation Results

Method
MuTabNet 2024.04	96.87	-	98.16	95.53	-
VCGroup&ME 2024.04	96.84	-	-	-	-
Ly and Takasu [18] 2024.04	96.77	-	98.07	95.42	-
Ly and Takasu [19] 2024.04	96.67	-	97.92	95.36	-
Ly et al. 2024.04	96.48	-	97.89	95.02	-
VAST 2024.04	96.31	-	-	-	-
VCGroup 2024.04	96.26	-	-	-	-
TDATR-ft 2026.03	96.1	-	96.84	0.74	-
TDATR 2026.03	95.12	-	96.27	1.15	-
FLAG-Net 2022.08	95.1	-	-	-	-
LGPMA 2021.05	94.6	96.7	-	-	-
LGPMA 2022.03	94.6	96.7	-	-	-
LGPMA 2022.08	94.6	96.7	-	-	-
LGPMA&OCR 2024.04	94.6	-	-	-	-
LGPMA 2026.03	94.6	-	96.7	2.1	-
SEM 2024.04	93.7	-	94.8	92.5	-
TableFormer 2024.04	93.6	-	95.4	90.1	-
TableFormer 2026.03	93.6	-	96.75	3.15	-
GTE 2021.05	93	-	-	-	-
Dolphin 2026.03	91.3	-	93.35	2.05	-
dots.ocr 2026.03	90.65	-	93.76	3.11	-
TabStruct-Net 2021.05	90.1	-	-	-	-
TabStruct-Net 2024.04	90.1	-	-	-	-
MinerU 2.5 2026.03	89.07	-	93.11	4.04	-
OmniParser 2026.03	88.83	-	90.45	1.62	-
EDD 2021.05	88.3	-	-	-	-
EDD 2022.03	88.3	-	-	-	-
EDD 2022.08	88.3	-	-	-	-
EDD 2024.04	88.3	-	91.2	85.4	-
EDD 2026.03	88.3	-	89.9	1.6	-
PaddleOCR-VL 2026.03	87.27	-	91.62	4.35	-
RapidTable 2026.03	86.57	-	96.43	9.86	-
DocOwl1.5 2026.03	54.67	-	67.53	12.86	-
TabStruct-Net 2022.03	-	90.1	-	-	-
GTE 2022.03	-	93	-	-	-
RobusTabNet 2022.03	-	97	-	-	-
TableStruct-Net 2022.08	-	90.1	-	-	-
GTE 2022.08	-	93	-	-	-
TSRFormer 2022.08	-	97.5	-	-	-
EDD 2025.12	-	-	91.2	85.4	88.3
TableFormer 2025.12	-	-	95.4	90.1	93.6
SEM 2025.12	-	-	94.8	92.5	93.7
LGPMA 2025.12	-	-	-	-	94.6
VCGroup 2025.12	-	-	-	-	96.26
VAST 2025.12	-	-	-	-	96.31
Ly et al. 2025.12	-	-	97.89	95.02	96.48
Ly and Takasu [16] 2025.12	-	-	97.92	95.36	96.67
Ly and Takasu [17] 2025.12	-	-	98.07	95.42	96.77
MuTabNet 2025.12	-	-	98.16	95.53	96.87
Proposal 2025.12	-	-	98.34	95.68	97.04
GTE 2026.03	-	-	93.01	-	-
Davar-Lab 2026.03	-	-	96.36	-	-
TabPedia 2026.03	-	-	95.41	-	-
LORE 2026.03	-	-	94.55	-	-