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Citation Recommendation on Scientific Paper Domains Social science (test)

0.756P@3

H-LM

Updated 1mo ago

Evaluation Results

Method	Links
H-LM 2024.10		0.756	0.67	0.763	0.702
H-LM 2024.10		0.743	0.661	0.751	0.693
GTE-large-v1.5 2024.10		0.69	0.606	0.707	0.645
OpenAI-ada-002 2024.10		0.671	0.59	0.692	0.631
OpenAI-3 2024.10		0.671	0.592	0.691	0.632
GTE-base-v1.5 2024.10		0.67	0.591	0.692	0.631
GTE-base 2024.10		0.669	0.596	0.688	0.633
GTE-large 2024.10		0.669	0.593	0.69	0.632
SPECTER-2.0 2024.10		0.654	0.579	0.674	0.617
SciMult-MoE 2024.10		0.637	0.558	0.658	0.598
SciNCL 2024.10		0.634	0.558	0.655	0.597
SciMult-vanilla 2024.10		0.623	0.547	0.644	0.586
SPECTER 2024.10		0.62	0.537	0.641	0.579
SciPATTON 2024.10		0.529	0.448	0.548	0.487
PATTON 2024.10		0.407	0.341	0.429	0.378
Keywords overlap 2024.10		0.402	0.322	0.359	0.311
METAG 2024.10		0.18	0.142	0.196	0.166
BERT-base 2024.10		0.129	0.115	0.133	0.122
SciBERT 2024.10		0.083	0.069	0.087	0.076
BERT-large 2024.10		0.055	0.062	0.051	0.057