Product Knowledge Graph Construction and Attribute Extraction on E-commerce PKG
800Edge CountAliCoCo2
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AliCoCo2Type=KG Resource, Available=Closed, Domain=E-commerce, AT=✗, AK=✗, MM=✗2026.04 | 800 | 160 | — | 20 | |
| AutoPKGType=Framework, Available=Open, Domain=E-commerce, AT=✓, AK=✓, MM=✓2026.04 | 560 | 130 | 17 | 16 | |
| AliCoCoType=KG Resource, Available=Closed, Domain=E-commerce, AT=✗, AK=✗, MM=✗2026.04 | 400 | 3 | — | 20 | |
| AE-110KType=Dataset, Available=Open, Domain=E-commerce, AT=✗, AK=✗, MM=✗2026.04 | 110 | — | 1 | 4 | |
| MEPAVEType=Dataset, Available=Open, Domain=E-commerce, AT=✗, AK=✗, MM=✓2026.04 | 87 | 121 | 7 | 26 | |
| COSMOType=Framework, Available=Closed, Domain=E-commerce, AT=✓, AK=✓, MM=✗2026.04 | 29 | 6.3 | 18 | — | |
| MMpediaType=KG Resource, Available=Open, Domain=General, AT=✗, AK=✗, MM=✓2026.04 | 19.5 | 2.6 | — | — | |
| AliCGType=Framework, Available=Closed, Domain=E-commerce, AT=✓, AK=✓, MM=✗2026.04 | 13.5 | 5 | — | — | |
| OpenTagType=Dataset, Available=Partial, Domain=E-commerce, AT=✗, AK=✓, MM=✗2026.04 | 13 | — | 3 | 5 | |
| FolkScopeType=Framework, Available=Open, Domain=E-commerce, AT=✗, AK=✓, MM=✗2026.04 | 12.8 | 1.3 | — | — | |
| AutoSchemaKGType=Framework, Available=Open, Domain=General, AT=✓, AK=✓, MM=✗2026.04 | 5.9 | 900 | — | — | |
| MedKGentType=KG Resource, Available=Open, Domain=Medical, AT=✗, AK=✓, MM=✗2026.04 | 3 | 156 | — | — | |
| MAVEType=Dataset, Available=Open, Domain=E-commerce, AT=✗, AK=✗, MM=✗2026.04 | 3 | 2 | 1.3 | 2.5 | |
| AutoKnowType=Framework, Available=Closed, Domain=E-commerce, AT=✓, AK=✓, MM=✗2026.04 | 1 | 1 | 11 | 1 | |
| ImplicitAVEType=Dataset, Available=Open, Domain=E-commerce, AT=✗, AK=✗, MM=✓2026.04 | — | 70 | 5 | 25 |