upload: lomoo_breakdown_multimodel.csv to breakdown_multimodel/lomoo_breakdown.csv

breakdown_multimodel/lomoo_breakdown.csv

@@ -0,0 +1,61 @@
+held_out_model,model,n_test,r2,mae
+BGE-M3,Ridge,24,0.9705362727433258,0.11311464572383778
+E5-large,Ridge,24,0.6041032721737625,0.15849185432831506
+IndicBERT-v2,Ridge,48,0.9787694954881574,0.05031726014817842
+IndicSBERT,Ridge,24,0.8316445393771019,0.10517970528424615
+ModernBERT,Ridge,48,0.9528361430639299,0.19909576038406118
+MuRIL,Ridge,72,0.8877191607782465,0.22399405028450697
+Qwen3-Emb-4B,Ridge,24,0.5088917026490842,0.13727676886602516
+XLM-R-large,Ridge,48,0.9908268589784793,0.06428039861624384
+mBERT,Ridge,48,0.9949643501232383,0.04698270226201253
+mpnet-multi,Ridge,24,0.5583089872544287,0.18848428278125162
+BGE-M3,RandomForest,24,0.9691964817980877,0.10185636018550771
+E5-large,RandomForest,24,0.5560963910245988,0.16478154463769654
+IndicBERT-v2,RandomForest,48,0.9747373249600654,0.054779216683421006
+IndicSBERT,RandomForest,24,0.826714366292103,0.1127903374891495
+ModernBERT,RandomForest,48,0.9352016088881434,0.29214288332716737
+MuRIL,RandomForest,72,0.8784838996459152,0.21562787473502074
+Qwen3-Emb-4B,RandomForest,24,0.4779948901923059,0.17113164141420964
+XLM-R-large,RandomForest,48,0.9881609279876388,0.06565367436875998
+mBERT,RandomForest,48,0.990342473575433,0.061752101401126046
+mpnet-multi,RandomForest,24,0.525161719977911,0.20387569509582945
+BGE-M3,GradBoosting,24,0.9681106517795725,0.11356315003771349
+E5-large,GradBoosting,24,0.5870578766707288,0.1600934765875497
+IndicBERT-v2,GradBoosting,48,0.9689185326571232,0.055296588263908354
+IndicSBERT,GradBoosting,24,0.8389986129009226,0.10992869794013758
+ModernBERT,GradBoosting,48,0.9386780264171919,0.30020213856745365
+MuRIL,GradBoosting,72,0.8727032222945116,0.22086693088760906
+Qwen3-Emb-4B,GradBoosting,24,0.013745382497273861,0.22521384034183645
+XLM-R-large,GradBoosting,48,0.9780501929626892,0.08744146335788987
+mBERT,GradBoosting,48,0.9745819765196067,0.09276235836254403
+mpnet-multi,GradBoosting,24,0.4946161632170042,0.21900762735581872
+BGE-M3,ElasticNet,24,0.9393183771433481,0.16618603651573183
+E5-large,ElasticNet,24,0.6496885467385067,0.15329376671341638
+IndicBERT-v2,ElasticNet,48,0.9693322488338499,0.06183681096257695
+IndicSBERT,ElasticNet,24,0.7582315304559497,0.13421836077434177
+ModernBERT,ElasticNet,48,0.9451796960253869,0.23735832765493145
+MuRIL,ElasticNet,72,0.8937479214479734,0.2097293576671727
+Qwen3-Emb-4B,ElasticNet,24,0.5218244236799476,0.13924110418135835
+XLM-R-large,ElasticNet,48,0.9848494169413609,0.07180818017607565
+mBERT,ElasticNet,48,0.9909708892410498,0.05949018797783991
+mpnet-multi,ElasticNet,24,0.5842932246041055,0.19114816310407487
+BGE-M3,GaussianProcess,24,0.9654734783299213,0.11123649362818111
+E5-large,GaussianProcess,24,0.6114672802753984,0.14634033534001037
+IndicBERT-v2,GaussianProcess,48,0.9855875038728941,0.04368453187995003
+IndicSBERT,GaussianProcess,24,0.854183067015278,0.10001127608449484
+ModernBERT,GaussianProcess,48,0.8912312014044496,0.310816551101355
+MuRIL,GaussianProcess,72,0.8756391290579764,0.2154070485210446
+Qwen3-Emb-4B,GaussianProcess,24,0.5250374140983511,0.1462232239414644
+XLM-R-large,GaussianProcess,48,0.9900411193646613,0.06442772993057716
+mBERT,GaussianProcess,48,0.9768741122223379,0.09093636748971494
+mpnet-multi,GaussianProcess,24,0.5786741524742174,0.1837651902006788
+BGE-M3,MLP,24,0.9540372578942228,0.1297299766557865
+E5-large,MLP,24,0.5544125624899195,0.15648901615186353
+IndicBERT-v2,MLP,48,0.9639370843038091,0.07166940366626821
+IndicSBERT,MLP,24,0.8282195823570415,0.10772024500076698
+ModernBERT,MLP,48,0.9365546992802085,0.24234428575634423
+MuRIL,MLP,72,0.8901446173185004,0.21771475440424715
+Qwen3-Emb-4B,MLP,24,0.5286151902989483,0.1338476172188016
+XLM-R-large,MLP,48,0.9779043933713423,0.09273298850228671
+mBERT,MLP,48,0.9724492613528143,0.10140224829685156
+mpnet-multi,MLP,24,0.4926551923364434,0.21099449407851464