fastRP results for the new EP task

[Knorreman]

I am back again!
Running the eval script from this repo using the same files from EQTPartners/CompanyKG#1 (comment)
Looks like they are overall competitive results except for eGraphMAE for simcse, ada2 and pause.

base	weights	ep_overall_auc	et2	et3	et4	et5	et8	et9	et14	et15
msBERT	[1.0]	83.78%	75.46%%	83.97%	79.58%	94.34%	93.77%	80.03%	80.17%	82.94%
msBERT	[1.0, 1.0]	84.11%	78.68%%	83.25%	80.08%	94.33%	93.64%	79.29%	80.05%	83.56%
msBERT	[1.0, 1.0, 0.25]	83.74%	76.99%	82.61%	79.59%	94.17%	93.69%	79.01%	79.54%	84.34%
ada2	[1.0]	83.96%	77.48%	83.8%	79.9%	94.29%	94.58%	79.19%	80.50%	81.9%
ada2	[1.0, 1.0]	84.26%	78.1%	85.2%	79.3%	93.7%	94.37%	80.1%	79.85%	83.3%
simcse	[1.0]	82.96%	77.18%	82.85%	77.66%	93.76%	93.17%	77.91%	77.66%	83.47%
simcse	[1.0, 1.0]	83.29%	78.12%	82.63%	78.39%	93.79%	93.20%	78.89%	77.45%	83.89%
pause	[1.0]	78.24%	78.76%	63.06%	77.54%	91.54%	87.82%	70.44%	76.58%	80.17%
pause	[1.0, 1.0]	78.58%	77.87%%	61.12%	78.49%	91.51%	89.20%	71.63%	77.54%	81.12%

[caolele]

Hi Thanks for the contribution! Yes, the results you provided seems quite competitive on the EP task! //Lele

[Knorreman]

No problem! I hope it is of interest :)