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Citation Recommendation on Scientific Paper Domains Natural science (test)

0.736P@3

H-LM

Updated 1mo ago

Evaluation Results

Method	Links
H-LM 2024.10		0.736	0.655	0.743	0.686
H-LM 2024.10		0.725	0.644	0.734	0.677
GTE-large-v1.5 2024.10		0.647	0.562	0.669	0.605
GTE-large 2024.10		0.64	0.556	0.661	0.597
GTE-base 2024.10		0.638	0.555	0.659	0.596
GTE-base-v1.5 2024.10		0.637	0.549	0.66	0.593
OpenAI-3 2024.10		0.632	0.543	0.655	0.588
OpenAI-ada-002 2024.10		0.623	0.534	0.646	0.579
SPECTER-2.0 2024.10		0.6	0.512	0.625	0.558
SciMult-MoE 2024.10		0.578	0.493	0.601	0.537
SciNCL 2024.10		0.575	0.495	0.598	0.537
SciMult-vanilla 2024.10		0.568	0.483	0.591	0.527
SPECTER 2024.10		0.542	0.457	0.567	0.502
SciPATTON 2024.10		0.444	0.368	0.47	0.41
Keywords overlap 2024.10		0.334	0.267	0.302	0.262
PATTON 2024.10		0.248	0.201	0.266	0.229
METAG 2024.10		0.112	0.089	0.124	0.104
SciBERT 2024.10		0.053	0.046	0.056	0.05
BERT-base 2024.10		0.036	0.034	0.036	0.035
BERT-large 2024.10		0.025	0.027	0.024	0.026