Externally venting flames (EVF) may emerge through openings in fully developed under-ventilated compartment fires, significantly increasing the risk of fire spreading to higher floors or adjacent buildings. Several fire engineering correlations have been developed, aiming to describe the main characteristics of EVF that affect the fire safety design aspects of a building, such as EVF geometry, EVF centreline temperature and EVF-induced heat flux to the fac¸ade elements. This work is motivated by recent literature reports suggesting that existing correlations, proposed in fire safety design guidelines (e.g. Eurocodes), cannot describe with sufficient accuracy the characteristics of EVF under realistic fire conditions. In this context, a wide range of EVF correlations are comparatively assessed and evaluated. Quantification of their predictive capabilities is achieved by means of comparison with measurements obtained in 30 different large-scale compartment-fac¸ade fire experiments, covering a broad range of heat release rates (2.8 MW to 10.3 MW), ventilation factor values (2.6 m 5/2 to 11.53 m 5/2 ) and ventilation conditions (no forced draught, forced draught). A detailed analysis of the obtained results and the respective errors corroborates the fact that many correlations significantly under-predict critical physical parameters, thus resulting in reduced (non-conservative) fire safety levels. The effect of commonly used assumptions (e.g. EVF envelope shape or model parameters for convective and radiative heat transfer calculations) on the accuracy of the predicted values is determined, aiming to highlight the potential to improve the fire engineering design correlations currently available.Total area of vertical openings on all walls of the compartment c (4.67)Empirical factor (Eq. 19) C p (1005 J/kg K) Specific heat of air at ambient conditions D v (m)Effective diameter of the opening d eq (m)Characteristic length scale of an external structural element E b (kW/m 2 ) Black body emissive power g (9.81 m/s 2 )Gravitational acceleration H 0 (m)Opening height H u (13,100 kJ/kg O 2 )Heat release of cellulosic fuels for each kilogram of oxygen consumed h eq (m)Weighted average of openings heights on all walls k (m -1 ) Extinction coefficient k fuel (m -1 ) Extinction coefficient for the combustion products of a specific fuel L L_0.05 (m) Flame height at the ''continuous flame'' (5% flame intermittency limit) L L_0.50 (m) Flame height at the ''intermittent flame'' (50% flame intermittency limit) L L_0.95 (m) Flame height at the ''far-field flame'' (95% flame intermittency limit) L L (m) Height of EVF L H (m) Projection of EVF L f (m) Flame length l (-) Characteristic length scale (Eq. 9) l x (m) Length along the EVF centerline, originating at the opening _ m a (kg/s) Air mass flow rate (entering the fire compartment) _ m f (kg/s) Fuel mass flow rate _ m O2 (kg/s) Oxygen mass flow rate _ m g (kg) Mass flow rate of unburnt gases venting outside the fire compartment _ Q (MW) Heat Release Rate _ Q ex (MW) Excess Heat Rele...