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Relation Classification on Wiki ZSL (test)

71.54Precision (%)

ZS-BERT

Updated 4d ago

Evaluation Results

Method	Links
ZS-BERT 2022.03		71.54	72.39	71.96	-	-	-
RelationPrompt 2022.03		70.66	83.75	76.63	-	-	-
RelationPrompt 2022.03		68.51	74.76	71.5	-	-	-
RelationPrompt 2022.03		63.69	67.93	65.74	-	-	-
ZS-BERT 2022.03		60.51	60.98	60.74	-	-	-
NoGen 2022.03		54.87	36.52	43.8	-	-	-
NoGen 2022.03		54.45	29.43	37.45	-	-	-
NoGen 2022.03		51.78	46.76	48.93	-	-	-
CIM 2022.03		49.63	48.81	49.22	-	-	-
CIM 2022.03		46.54	47.9	45.57	-	-	-
R-BERT 2022.03		39.22	43.27	41.15	-	-	-
UDEBO 2024.06		34.79	37.11	-	40.17	34.25	40.17
ZS-BERT 2024.06		34.18	33.9	-	37.14	30.97	37.14
ZS-BERT 2022.03		34.12	34.38	34.25	-	-	-
CIM 2022.03		29.17	30.58	29.86	-	-	-
R-BERT 2022.03		26.18	29.69	27.82	-	-	-
ZS-BERT 2024.06		25.5	27.6	-	27.6	24.56	27.6
ZS-BERT 2024.06		19.07	19.57	-	19.62	16.87	19.62
ZS-BERT 2024.06		17.34	19.62	-	18.43	16.27	18.43
R-BERT 2022.03		17.31	18.82	18.03	-	-	-
ZS-BERT 2024.06		16.23	16.26	-	16.62	13.65	16.62
ZS-BERT 2024.06		14.73	15.8	-	14.29	11.72	14.29