mirror of
https://github.com/RYDE-WORK/lnp_ml.git
synced 2026-07-22 05:49:55 +08:00
c0aa30f2bb
- Updated ablation_summary.csv with full 6-variant comparison - Updated run_all.sh to run 6 variants (added BioT5 variants) - Added per-fold json artifacts (best_params/test_metrics/splits/history/summary) - Model weights (.pt) excluded per .gitignore
8 lines
6.1 KiB
CSV
8 lines
6.1 KiB
CSV
variant,run_dir,size.mse_mean,size.mse_std,size.rmse_mean,size.rmse_std,size.mae_mean,size.mae_std,size.r2_mean,size.r2_std,delivery.mse_mean,delivery.mse_std,delivery.rmse_mean,delivery.rmse_std,delivery.mae_mean,delivery.mae_std,delivery.r2_mean,delivery.r2_std,pdi.accuracy_mean,pdi.accuracy_std,pdi.precision_mean,pdi.precision_std,pdi.recall_mean,pdi.recall_std,pdi.f1_mean,pdi.f1_std,ee.accuracy_mean,ee.accuracy_std,ee.precision_mean,ee.precision_std,ee.recall_mean,ee.recall_std,ee.f1_mean,ee.f1_std,toxic.accuracy_mean,toxic.accuracy_std,toxic.precision_mean,toxic.precision_std,toxic.recall_mean,toxic.recall_std,toxic.f1_mean,toxic.f1_std,biodist.kl_divergence_mean,biodist.kl_divergence_std,biodist.js_divergence_mean,biodist.js_divergence_std
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baseline,models/abl/baseline/20260623_205158,0.9567475188815514,0.569730318457903,0.9332903012787724,0.2927742004011441,0.5205680313666426,0.036274021744309826,0.024540561758398263,0.11631746182529404,0.8436653684732743,0.2182433415975543,0.9107461299632457,0.11919251331457457,0.598634821381456,0.05735289715081742,0.1443791660970296,0.1281061991656446,0.7357142857142857,0.049026810195176206,0.6759926072468357,0.05509185976342328,0.6963017219702202,0.057127965795130256,0.6808865768933052,0.056739009627821094,0.6492063492063491,0.05085561696381203,0.5942685237048638,0.05709593570250263,0.6220363794313374,0.07370705460979522,0.5954359329832487,0.0634519507679728,0.9511890595408049,0.016071213375949578,0.7617961570593149,0.0689235340767993,0.958294443004062,0.05613748087593979,0.8151453855878633,0.03136647604932657,0.31426474045100566,0.05350543992895652,0.07677535890897173,0.01482841183016674
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+moe,models/abl/moe/20260623_210356,0.9218076020079066,0.5523329895296802,0.9168921729394024,0.28480931377040175,0.5233201366247241,0.039438901131415294,0.055313166724018085,0.11161236452714787,0.7811412182145917,0.1931313144142769,0.8772192110406017,0.10783169291027488,0.5597036740534448,0.06056646385687513,0.20096652374105642,0.1381743563430634,0.7142857142857142,0.055498837260466956,0.653349764982509,0.06229638797862123,0.6734999158998424,0.06721815241332428,0.6578005134302398,0.06528497096446977,0.6396825396825395,0.06366049088938247,0.5816669819778402,0.0676118875849743,0.6116972992771311,0.08879084856683034,0.5837588579330147,0.07721106612480472,0.9489467380785851,0.014806201481902809,0.7433333333333333,0.03241594747641431,0.9731959208365742,0.007847570054979899,0.8123065675720541,0.03224418146822956,0.29566092272169336,0.07550231859418749,0.071707051956788,0.022439132651345492
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+llm_molt5,models/abl/llm_molt5/20260623_211739,0.9566163841988022,0.5289173298099858,0.9407963546814515,0.2674296229232933,0.5268975412509194,0.05039567726957613,-0.032432080846029186,0.25100982645757397,0.8564237969243796,0.1977046320203809,0.9196095850916804,0.10364365842581455,0.6248762457257531,0.06153017950577873,0.12560405672511385,0.10994742145993405,0.7158730158730158,0.06052595544424641,0.6602762315388166,0.06462720006787157,0.6845688458798613,0.07165699786547515,0.6644593079370945,0.06911892092212407,0.6476190476190476,0.05158119621991084,0.5931245694955715,0.06380277148311345,0.6190906000317766,0.07225474019863874,0.5940888890774098,0.0661558682406764,0.9456517189214969,0.022719466775221415,0.7526691729323307,0.07547321813694222,0.9553805490738341,0.055941822921307525,0.8043743537666569,0.04314896911685932,0.294527413864006,0.10192651728638547,0.07395607638617227,0.025932885166045156
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+llm_biot5,models/abl/llm_biot5/20260623_225013,1.0067538623894792,0.5205158304025296,0.96913317320124,0.25987449853799555,0.5444608471417711,0.040902958350882444,-0.09845689222974469,0.2507492349150189,0.8563212563473335,0.26578017641088525,0.9129535856189696,0.1511191809559604,0.5881890045467639,0.07043943218567686,0.1346837610260076,0.2032093070798247,0.7214285714285715,0.05495136308925004,0.6580776745142416,0.06877780914813574,0.6743633699902525,0.0715790564486541,0.6607298615852565,0.06888301131752778,0.6547619047619048,0.057010428558945926,0.5950896979756966,0.06396232527293311,0.6254189657214867,0.07822783760418099,0.5993737876362116,0.07019293425541405,0.9512455886532979,0.01815930794844806,0.7754970760233918,0.09057557500914719,0.9422435398841934,0.07573011723871058,0.8129287182827004,0.03251238236071497,0.22679653175048778,0.07137247467056843,0.054866335621809995,0.01765506187566907
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+both_molt5,models/abl/both_molt5/20260624_002350,0.9642810483053024,0.555690014600843,0.9402335772104724,0.28326995709270125,0.5282418376387317,0.048170441970642804,-0.008883709991662088,0.1913450489288403,0.801891094776063,0.18220205643295026,0.8899800006302908,0.09912967897743918,0.5887372173796929,0.0612901937191995,0.17880537334385976,0.12174784172665178,0.7325396825396825,0.04051507624793722,0.6694864144939896,0.05125867646022508,0.6907446822617079,0.058907119543823376,0.6747607601597044,0.05440981896386903,0.6365079365079365,0.05748355226105338,0.5820259594491293,0.07075806198131898,0.6082688248570601,0.08471623019407899,0.5814400954982754,0.07366890243489375,0.9556516869841453,0.017373786295358143,0.7654761904761904,0.05679457353274553,0.9767259384092415,0.009166871618238513,0.831532761930992,0.04919763950001062,0.22486089426269779,0.045328690570765884,0.05223158533717151,0.009495161673733467
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+both_biot5,models/abl/both_biot5/20260624_015624,0.9081302997777905,0.5136450803217497,0.9141199639383836,0.2692860770761804,0.5133458284713402,0.04319170563122826,0.050279130594863726,0.14254606826389926,0.8019226249118218,0.16491413379339875,0.8908588101767234,0.09106703707892613,0.5784917580608503,0.04315723112464039,0.17889067221587332,0.09951788455210314,0.7150793650793652,0.03408081040251411,0.6557721476019204,0.043177655691081666,0.6793533277933066,0.04998713373151071,0.660105333753019,0.044135656309097604,0.6444444444444444,0.060837358402339045,0.591231020166536,0.07158423002562818,0.6249326720587225,0.08964169776063406,0.594285119491739,0.07762446019388265,0.9544840786978929,0.012127005670401548,0.7561904761904762,0.02972283149395665,0.976109814766802,0.006422363902381704,0.8255180784163084,0.028684876656301855,0.2767846108676604,0.09472632342725851,0.06619436643695288,0.02615132013321954
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