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

Citation Recommendation on Scientific Paper Domains Natural science (test)

0.736P@3H-LM

Evaluation Results

Method	Links
H-LM2024.10		0.736	0.655	0.743	0.686
H-LM2024.10		0.725	0.644	0.734	0.677
GTE-large-v1.52024.10		0.647	0.562	0.669	0.605
GTE-large2024.10		0.64	0.556	0.661	0.597
GTE-base2024.10		0.638	0.555	0.659	0.596
GTE-base-v1.52024.10		0.637	0.549	0.66	0.593
OpenAI-32024.10		0.632	0.543	0.655	0.588
OpenAI-ada-0022024.10		0.623	0.534	0.646	0.579
SPECTER-2.02024.10		0.6	0.512	0.625	0.558
SciMult-MoE2024.10		0.578	0.493	0.601	0.537
SciNCL2024.10		0.575	0.495	0.598	0.537
SciMult-vanilla2024.10		0.568	0.483	0.591	0.527
SPECTER2024.10		0.542	0.457	0.567	0.502
SciPATTON2024.10		0.444	0.368	0.47	0.41
Keywords overlap2024.10		0.334	0.267	0.302	0.262
PATTON2024.10		0.248	0.201	0.266	0.229
METAG2024.10		0.112	0.089	0.124	0.104
SciBERT2024.10		0.053	0.046	0.056	0.05
BERT-base2024.10		0.036	0.034	0.036	0.035
BERT-large2024.10		0.025	0.027	0.024	0.026