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Entity Alignment on DBP15K FR-EN (test)

99.8Hits@1

LightEA-L

Updated 4d ago

Evaluation Results

Method
LightEA-L 2022.10	99.8	99.8	99.9
FGWEA 2023.05	99.8	99.9	100
FGWEA 2023.05	99.7	99.8	99.9
MCLEA* 2023.05	99.7	99.8	100
FGWEA 2023.05	99.6	99.7	99.9
MEAformer 2022.12	99.6	99.8	100
LightEA 2023.05	99.5	99.6	99.8
EVA* 2022.12	99.5	99.7	99.9
MCLEA* 2022.12	99.5	99.7	100
FGWEA 2023.05	99.4	99.6	99.9
MEAformer 2022.12	99.3	99.6	100
BERT-INT* 2023.05	99.2	99.5	99.8
EVA* 2022.12	99.2	99.6	100
MEAformer 2022.12	99.2	99.6	100
ICLEA 2023.05	99.1	-	99.9
CPL-OT 2023.05	99	99	99.4
MCLEA* 2022.12	99	99.4	100
EVA* 2022.12	99	99.5	100
SEU 2022.10	98.8	99.2	99.9
SEU 2023.05	98.8	99.2	99.9
SEU(w+c) 2021.09	98.8	99.2	99.9
BERT-INT(name) 2023.05	98.7	99	99.2
TEA-MLM 2023.05	98.7	99	99.6
MCLEA* 2022.12	98.6	99.2	100
SEU(char) 2021.09	98.6	99	99.8
UED 2023.05	98.4	-	-
EASY 2022.10	98	98.9	99.8
EASY 2023.05	98	99	99.8
EASY† 2022.12	98	99	99.8
DATTI 2023.05	97.9	-	99
TEA-NSP 2023.05	97.9	99	99.7
CEA 2023.05	97.2	-	-
CEA 2021.09	97.2	-	-
MSNEA* 2022.12	97.1	98.2	99.8
SDEA 2023.05	96.9	98	99.5
TEA-NSP 2023.05	96.8	98	99.5
TEA-MLM 2023.05	96.8	98	99.4
FGWEA 2023.05	96.7	97.8	99.4
RREA 2020.08	96.3	99.2	-
MSNEA* 2022.12	96.1	97.3	99.2
MSNEA* 2022.12	95.9	97.9	99.3
FT-EA 2023.05	95.8	97	99.3
PSR(lit) 2021.08	95.8	97.5	99.7
SelfKG 2023.05	95.7	-	99.2
FT-EA 2023.05	95.7	97	99
EPEA 2021.09	95.5	96.7	98.6
SEU(word) 2021.09	95.3	96.7	98.9
MRAEA 2020.08	95	98.4	-
DGMC 2020.08	93.3	96	-
DGMC 2021.08	93.3	-	96
DGMC 2021.09	93.3	-	96
CEA(Emb) 2023.05	92.8	95	98.1
AttrGNN 2023.05	91.9	91	97.8
AttrGNN 2023.05	91.9	91	97.8
AttrGNN 2021.09	91.9	91	97.9
GMNN 2020.08	89.4	95.2	-
GM-Align 2022.10	89.4	-	95.2
GMatch 2023.05	89.4	-	95.2
GM-Align 2021.08	89.4	-	95.2
GM-Align 2021.09	89.4	-	95.2
HGCN 2020.08	89.2	96.1	-
HGCN 2021.08	89.2	91	96.1
HGCN 2021.09	89.2	91	96.1
HGCN 2023.05	88.8	91	95.9
RDGCN 2020.08	88.6	95.7	-
RDGCN 2023.05	88.6	91.1	95.7
RDGCN 2022.10	87.3	90.1	95
RDGCN 2023.05	87.3	90	95
RDGCN 2021.08	87.3	90.1	95
RDGCN 2021.09	87.3	90.1	95
IBMEA 2024.07	86.4	91.1	98.5
LightEA-I 2022.10	86.3	90	95.9
UMAEA 2023.07	85.7	90.4	98
MEAformer 2022.12	84.5	89.4	97.6
MEAformer 2024.07	84.5	89.4	97.6
PSNEA 2024.07	84.4	89.1	98.2
Dual-AMN 2022.10	84	88.8	96.5
MCLEA 2024.07	83.4	88.5	97.5
PSR(semi) 2021.08	82.8	87.4	95.2
UMAEA 2024.07	82	88.1	97.9
MCLEA* 2022.12	81.1	86.5	95.4
MCLEA 2023.07	80.8	86.7	96.3
LightEA-B 2022.10	80.7	85.7	94.3
UMAEA 2023.07	80.1	86.2	96.7
UMAEA 2023.07	79.4	85.7	96
EVA 2024.07	79.3	84.7	94.2
MRAEA 2022.10	78.1	84.9	94.8
MRAEA 2021.08	78.1	84.9	94.8
MRAEA 2021.09	78.1	84.9	94.8
JEANS 2021.08	76.9	82.7	94
JEANS 2021.09	76.9	82.7	94
EVA* 2022.12	76.7	83.1	93.9
EVA 2023.07	74.1	80.7	92.1
PSR(basic) 2021.08	73.1	80.7	94.1
UMAEA 2023.07	72.3	80.3	94.1
MCLEA 2023.07	71.4	78.9	91.5
TransEdge 2022.10	71	79.6	94.1
TransEdge 2021.08	71	79.6	94.1
NAEA 2022.12	67.3	75.2	89.4
NAEA 2024.07	67.3	75.2	89.4

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