Citation Recommendation on Scientific Paper Domains Social science (test) benchmark leaderboard · SOTA2 Research

Citation Recommendation on Scientific Paper Domains Social science (test)

0.756P@3H-LM

Evaluation Results

Method	Links
H-LM2024.10		0.756	0.67	0.763	0.702
H-LM2024.10		0.743	0.661	0.751	0.693
GTE-large-v1.52024.10		0.69	0.606	0.707	0.645
OpenAI-ada-0022024.10		0.671	0.59	0.692	0.631
OpenAI-32024.10		0.671	0.592	0.691	0.632
GTE-base-v1.52024.10		0.67	0.591	0.692	0.631
GTE-base2024.10		0.669	0.596	0.688	0.633
GTE-large2024.10		0.669	0.593	0.69	0.632
SPECTER-2.02024.10		0.654	0.579	0.674	0.617
SciMult-MoE2024.10		0.637	0.558	0.658	0.598
SciNCL2024.10		0.634	0.558	0.655	0.597
SciMult-vanilla2024.10		0.623	0.547	0.644	0.586
SPECTER2024.10		0.62	0.537	0.641	0.579
SciPATTON2024.10		0.529	0.448	0.548	0.487
PATTON2024.10		0.407	0.341	0.429	0.378
Keywords overlap2024.10		0.402	0.322	0.359	0.311
METAG2024.10		0.18	0.142	0.196	0.166
BERT-base2024.10		0.129	0.115	0.133	0.122
SciBERT2024.10		0.083	0.069	0.087	0.076
BERT-large2024.10		0.055	0.062	0.051	0.057