testing.txt

{'train': {'forward_spearman': 0.5691333988510444, 'forward_mae': 0.10361831313994677, 'forward_mse': 0.017619733946036265, 'forward_r2': 0.3426758072210634, 'forward_r2_scgen': 0.8502838127417706, 'backward_spearman': 0.4302434741698977, 'backward_mae': 0.12613290094049456, 'backward_mse': 0.024672299284701472, 'backward_r2': 0.26676272791625866, 'backward_r2_scgen': 0.5160038884535864, 'backward_avg_topk': 5106.546608258713}, 'test': {'forward_spearman': 0.5697736657981495, 'forward_mae': 0.10353404244585246, 'forward_mse': 0.017560123312091325, 'forward_r2': 0.34352493886102947, 'forward_r2_scgen': 0.8480175787133376, 'backward_spearman': 0.42907901960257794, 'backward_mae': 0.12605015133828393, 'backward_mse': 0.024626453458448178, 'backward_r2': 0.26633802735020407, 'backward_r2_scgen': 0.3506101925873272, 'backward_avg_topk': 5150.310863739435}}
{'train': {'forward_spearman': 0.5708753257751721, 'forward_mae': 0.10363557648850155, 'forward_mse': 0.017597958444646445, 'forward_r2': 0.34482756888834043, 'forward_r2_scgen': 0.8464629007412714, 'backward_spearman': 0.6610643374159094, 'backward_mae': 0.18904203286812107, 'backward_mse': 0.05811003440010612, 'backward_r2': 0.4477665144215377, 'backward_r2_scgen': 0.6396523854781535, 'backward_avg_topk': 5567.908200734394}, 'test': {'forward_spearman': 0.5691517873611447, 'forward_mae': 0.10378386254359555, 'forward_mse': 0.017630820214651496, 'forward_r2': 0.3431328232865005, 'forward_r2_scgen': 0.8449534507345066, 'backward_spearman': 0.6591793701403295, 'backward_mae': 0.18878454133286426, 'backward_mse': 0.05791175436691342, 'backward_r2': 0.44582893379233673, 'backward_r2_scgen': 0.516776149820388, 'backward_avg_topk': 5692.365903937332}}
{'train': {'forward_spearman': 0.5705571563089915, 'forward_mae': 0.10342525333418517, 'forward_mse': 0.01742492048580832, 'forward_r2': 0.3445358150329884, 'forward_r2_scgen': 0.8470295327282543, 'backward_spearman': 0.23104242406071804, 'backward_mae': 0.13517163108523292, 'backward_mse': 0.030685679423787162, 'backward_r2': 0.04225315853684227, 'backward_r2_scgen': 0.18987282351938162, 'backward_avg_topk': 5234.096115441603}, 'test': {'forward_spearman': 0.5694563824257134, 'forward_mae': 0.10356970015543962, 'forward_mse': 0.01754275196180064, 'forward_r2': 0.34314345557364867, 'forward_r2_scgen': 0.8483682473456344, 'backward_spearman': 0.23374790390681438, 'backward_mae': 0.1349107076738378, 'backward_mse': 0.030662034768655956, 'backward_r2': 0.043387733074958454, 'backward_r2_scgen': 0.14482683793752554, 'backward_avg_topk': 5148.156256441971}}
{'train': {'forward_spearman': 0.569667070683751, 'forward_mae': 0.10392064242543765, 'forward_mse': 0.017527351763797556, 'forward_r2': 0.34313259204940055, 'forward_r2_scgen': 0.8456842853652544, 'backward_spearman': 0.24601960765396638, 'backward_mae': 0.13319088567428547, 'backward_mse': 0.02724785798848084, 'backward_r2': 0.08419044802598, 'backward_r2_scgen': 0.241137875696899, 'backward_avg_topk': 5529.05044128068}, 'test': {'forward_spearman': 0.5743218096102338, 'forward_mae': 0.10347910413058208, 'forward_mse': 0.017371691561111423, 'forward_r2': 0.34819904997873324, 'forward_r2_scgen': 0.8492450229035574, 'backward_spearman': 0.25012917030902954, 'backward_mae': 0.13316083327214326, 'backward_mse': 0.02725119770842815, 'backward_r2': 0.08595188932499742, 'backward_r2_scgen': 0.15971607224766096, 'backward_avg_topk': 5589.495361781076}}
{'train': {'forward_spearman': 0.5710628203949342, 'forward_mae': 0.1034113888082963, 'forward_mse': 0.017494679287387436, 'forward_r2': 0.34507094545455175, 'forward_r2_scgen': 0.8474976397579443, 'backward_spearman': 0.9239465930816276, 'backward_mae': 0.9602133242894589, 'backward_mse': 0.9639193305142889, 'backward_r2': 0.8560392219163628, 'backward_r2_scgen': 0.940446591735388, 'backward_avg_topk': 5422.4479804161565}, 'test': {'forward_spearman': 0.5675687285752772, 'forward_mae': 0.1038473638769702, 'forward_mse': 0.017633686995623093, 'forward_r2': 0.3412334510632973, 'forward_r2_scgen': 0.843078744960944, 'backward_spearman': 0.9239740830787551, 'backward_mae': 0.9601818585505344, 'backward_mse': 0.9638450753602928, 'backward_r2': 0.8560669568198025, 'backward_r2_scgen': 0.8890997444934488, 'backward_avg_topk': 5505.295815295815}}