Context : Aims : We report 20 new lithium-rich giants discovered within the Gaia -ESO Survey , including the first Li-rich giant with an evolutionary stage confirmed by CoRoT ( Convection , Rotation and planetary Transits ) data . We present a detailed overview of the properties of these 20 stars . Methods : Atmospheric parameters and abundances were derived in model atmosphere analyses using medium-resolution GIRAFFE or high-resolution UVES ( Ultraviolet and Visual Echelle Spectrograph ) spectra . These results are part of the fifth internal data release of the Gaia -ESO Survey . The Li abundances were corrected for non-local thermodynamical equilibrium effects . Other stellar properties were investigated for additional peculiarities ( the core of strong lines for signs of magnetic activity , infrared magnitudes , rotational velocities , chemical abundances , and Galactic velocities ) . We used Gaia DR2 parallaxes to estimate distances and luminosities . Results : The giants have A ( Li ) > 2.2 dex . The majority of them ( 14 of 20 stars ) are in the CoRoT fields . Four giants are located in the field of three open clusters , but are not members . Two giants were observed in fields towards the Galactic bulge , but likely lie in the inner disc . One of the bulge field giants is super Li-rich with A ( Li ) = 4.0 dex . Conclusions : We identified one giant with infrared excess at 22 \mu m. Two other giants , with large v~ { } \sin~ { } i , might be Li-rich because of planet engulfment . Another giant is found to be barium enhanced and thus could have accreted material from a former asymptotic giant branch companion . Otherwise , in addition to the Li enrichment , the evolutionary stages are the only other connection between these new Li-rich giants . The CoRoT data confirm that one Li-rich giant is at the core-He burning stage . The other giants are concentrated in close proximity to the red giant branch luminosity bump , the core-He burning stages , or the early-asymptotic giant branch . This is very clear from the Gaia -based luminosities of the Li-rich giants . This is also seen when the CoRoT Li-rich giants are compared to a larger sample of 2252 giants observed in the CoRoT fields by the Gaia -ESO Survey , which are distributed throughout the red giant branch in the T _ { eff } - \log~ { } g diagram . These observations show that the evolutionary stage is a major factor for the Li enrichment in giants . Other processes , such as planet accretion , contribute at a smaller scale .