Entity Classification

Benchmarks

Dataset Name	SOTA Method	Metric
RelBench rel-avito user-visits	RelGT	AUC66.8	32	17d ago
RelBench rel-stack user-badge	RelGT	AUC86.32	23	1mo ago
RELBENCH rel-amazon item-churn (test)	Rel-LLM	AUROC83.37	23	1mo ago
CoNLL04 (test)	BiLSTM-CRF with deep biaffine attention	F1 Score93.8	21	1mo ago
RELBENCH rel-stack user-badge (test)	Rel-LLM	AUROC0.8964	15	1mo ago
RELBENCH rel-f1 driver-top3 (test)	Gemma	AUROC91.4	15	1mo ago
RELBENCH rel-f1 driver-dnf (test)	RT	AUROC0.812	15	1mo ago
RELBENCH rel-avito user-clicks (test)	ICL + MLP	AUROC71.31	15	1mo ago
RELBENCH rel-avito user-visits (test)	Rel-LLM	AUROC0.6701	15	1mo ago
FB15k-237 (test)	BLP-SimplE	Accuracy85.8	12	1mo ago
WN18RR (test)	BLP-DistMult	Accuracy99.5	12	1mo ago
hm-user-churn	Rel-MOSS (w/o Rel-Syn)	B-Acc59.56	11	1mo ago
trial-study-outcome	Rel-MOSS (w/o Rel-Gate)	B-Acc62.73	11	1mo ago
amazon-item-churn	Rel-MOSS	Balanced Accuracy71.08	11	1mo ago
amazon-user-churn	Rel-MOSS (w/o Rel-Syn)	B-Acc0.6455	11	1mo ago
stack-user-badge	Rel-MOSS	B-Acc79.34	11	1mo ago
stack-user-engagement	Rel-MOSS	B-Acc81.12	11	1mo ago
event-user-ignore	Rel-MOSS	B-Acc74.6	11	1mo ago
event-user-repeat	Rel-MOSS	B-Acc74.11	11	1mo ago
avito-user-visits	Rel-MOSS	B-Acc62.98	11	1mo ago
avito-user-clicks	Rel-MOSS	B-Acc62.21	11	1mo ago
f1-driver-dnf	Rel-MOSS (w/o Rel-Gate)	B-Acc66.23	11	1mo ago
f1-driver top3	Rel-MOSS	Balanced Accuracy (B-Acc)80.98	11	1mo ago
BGS (test)		Accuracy87.24	9	1mo ago
MUTAG (test)	AutoBLM+	Accuracy85.88	9	1mo ago

Showing 25 of 55 rows