diff --git "a/cache/agreements_cache_151f5bfbf87ac7384c2759731c72ec0c.csv" "b/cache/agreements_cache_151f5bfbf87ac7384c2759731c72ec0c.csv"
new file mode 100644--- /dev/null
+++ "b/cache/agreements_cache_151f5bfbf87ac7384c2759731c72ec0c.csv"
@@ -0,0 +1,1001 @@
+scenario,scenario_source,ref_scenario,ref_source,corr_type,model_select_strategy,model_subset_size_requested,exp_n,correlation,p_value
+Holmes,holmes_240829.csv,aggregate,aggregate,pearson,random,8,0,-0.017485869096098686,0.9672206778351959
+Holmes,holmes_240829.csv,aggregate,aggregate,pearson,random,8,1,-0.06826285140114943,0.8724042132624071
+Holmes,holmes_240829.csv,aggregate,aggregate,pearson,random,8,2,-0.27291992568490936,0.5131179718629255
+Holmes,holmes_240829.csv,aggregate,aggregate,pearson,random,8,3,-0.0623085741331382,0.8834734515868299
+Holmes,holmes_240829.csv,aggregate,aggregate,pearson,random,8,4,0.11553071904436202,0.7852997192967395
+Helm Lite,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,0.8743737489954189,0.004501296794893102
+Helm Lite,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,1,0.8019858294586086,0.01664169341252048
+Helm Lite,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,2,0.865218326418788,0.005519059390504801
+Helm Lite,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9324959770534272,0.0007305971150650418
+Helm Lite,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9578331579912773,0.00018155839890573593
+Helm Lite NarrativeQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,-0.30992157835736617,0.4550353006304514
+Helm Lite NarrativeQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,1,-0.48460771469003827,0.2235972811859595
+Helm Lite NarrativeQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,2,-0.1162588388208577,0.78397092283469
+Helm Lite NarrativeQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,3,-0.03180360013624742,0.9404084479868535
+Helm Lite NarrativeQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,4,-0.6310234888301745,0.09339585968843296
+Helm Lite NaturalQuestionsOpen,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,0.5719061307929368,0.1385541569597628
+Helm Lite NaturalQuestionsOpen,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,1,-0.2953447949582872,0.47758892197811004
+Helm Lite NaturalQuestionsOpen,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,2,-0.08547114468780825,0.8405203853999355
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+Helm Lite NaturalQuestionsOpen,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,4,-0.4016145018471783,0.32402730112296474
+Helm Lite NaturalQuestionsClosed,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7247956777996108,0.04194484960329344
+Helm Lite NaturalQuestionsClosed,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,1,0.2767660595168839,0.5069548295866992
+Helm Lite NaturalQuestionsClosed,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,2,0.3337223270100439,0.4191769676693079
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+Helm Lite NaturalQuestionsClosed,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8079257463851817,0.015261307993340337
+Helm Lite OpenBookQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6647150497002838,0.07212235537894374
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+Helm Lite OpenBookQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,3,0.7704800482268904,0.025262942539415363
+Helm Lite OpenBookQA,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9028773381740962,0.002126756432137772
+Helm Lite MMLU,helm_lite_240829.csv,aggregate,aggregate,pearson,random,8,0,0.748982925973149,0.032470780295939985
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+HF OpenLLM v2,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,1,0.753379355065838,0.030905705190702806
+HF OpenLLM v2,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8379676352721162,0.009384640911630616
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+HF OpenLLM v2,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9020771423654268,0.0021784040615750178
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+HFv2 IFEval,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,0,0.2831911510498836,0.4967225093410736
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+HFv2 Math Level 5,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,0,0.5831241321997315,0.12921116102954364
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+HFv2 MuSR,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7168604276016974,0.04537877960385103
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+HFv2 MuSR,hf_open_llm_v2_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8650362997962656,0.005540656777637369
+OpenCompass Academic,opencompass_academic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9481614738377944,0.00033485605767966255
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+LMSys Arena,chatbot_arena_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9522400671025366,0.0002626898916961467
+LMSys Arena,chatbot_arena_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9732730607216835,4.677795327851405e-05
+LMSys Arena,chatbot_arena_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9110081304703664,0.001646433879397326
+LMSys Arena,chatbot_arena_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9433518650586681,0.0004353717167521428
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+Helm Classic,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9603201312455674,0.00015157780411521223
+Helm Classic,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9604114108423772,0.00015054459028416203
+Helm Classic,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9519258192529104,0.00026784516618954716
+Helm Classic,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9352773832366816,0.0006453340323628832
+Helm Classic,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9756845534259928,3.5288470321501036e-05
+Helm BoolQ,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6730282904268812,0.06736225845470355
+Helm BoolQ,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9361725603565639,0.0006193510978979659
+Helm BoolQ,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8618105831276622,0.005932414266978994
+Helm BoolQ,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9371490197710903,0.0005918014940797798
+Helm BoolQ,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8046621876144952,0.01601044603512172
+Helm NarrativeQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.41770329390345684,0.30313696659492734
+Helm NarrativeQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.6529975286213465,0.07915856325659755
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+Helm NarrativeQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.6825577913683614,0.062140382561143265
+Helm NaturalQuestionsClosed,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9059635004669196,0.0019350193188838174
+Helm NaturalQuestionsClosed,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.8702987510549938,0.00493787146977232
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+Helm NaturalQuestionsOpen,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.899783088468177,0.002330962388754791
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+Helm QuAC,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6984411569502376,0.05398723363884652
+Helm QuAC,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.754828418128203,0.03040022622820331
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+Helm QuAC,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.770589245932409,0.025229147116181697
+Helm OpenBookQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7775815292717585,0.023123063813025962
+Helm OpenBookQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.5611200837416681,0.14787988852194642
+Helm OpenBookQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,2,0.34646366697352105,0.40049416986179387
+Helm OpenBookQA,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,3,0.7868643731535557,0.020500867535993103
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+Helm IMDB,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.4013581254554363,0.32436552572418753
+Helm IMDB,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.28341806840646894,0.4963625961904983
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+Helm IMDB,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.32260154615753545,0.43577896021471924
+Helm CivilComments,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7827817854375669,0.021629949458519884
+Helm CivilComments,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9421767369217469,0.0004626159242720608
+Helm CivilComments,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,2,0.5386185630062554,0.16841388744478442
+Helm CivilComments,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,3,0.7045551126623175,0.05103000019308416
+Helm CivilComments,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8414540075802577,0.00881618884168942
+Helm RAFT,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,0,0.8748256107732684,0.0044544778532186755
+Helm RAFT,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,1,0.8614522174161048,0.005976999431835443
+Helm RAFT,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,2,0.7878166990611953,0.02024289628983945
+Helm RAFT,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,3,0.8381151096374623,0.009360136935052572
+Helm RAFT,helm_classic_240829.csv,aggregate,aggregate,pearson,random,8,4,0.876154278920616,0.0043186280005204514
+MMLU Pro,mmlu_pro_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9802952193136,1.884578972104051e-05
+MMLU Pro,mmlu_pro_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9841937367574427,9.755845662836177e-06
+MMLU Pro,mmlu_pro_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8661864185981796,0.005405102460401999
+MMLU Pro,mmlu_pro_240829.csv,aggregate,aggregate,pearson,random,8,3,0.8297856426405835,0.010808669505560614
+MMLU Pro,mmlu_pro_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9329487606730291,0.000716243089312378
+MixEval,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.822202489777381,0.01224422861798353
+MixEval,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.6968865871905413,0.05475511707469452
+MixEval,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9318897100616549,0.0007501099193828288
+MixEval,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.7939152572032528,0.018638835543465734
+MixEval,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.7761614135775217,0.02354161442763604
+MixEval Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9079242687040253,0.0018192466167481706
+MixEval Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.5935991848770941,0.12081484777974201
+MixEval Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.96841302674998,7.693398893847449e-05
+MixEval Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9131963004520903,0.001530535130781307
+MixEval Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.7594573765014532,0.02881968270449265
+MixEval TriviaQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6622792441367216,0.07355344210000651
+MixEval TriviaQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.5835165093102912,0.1288909419896904
+MixEval TriviaQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.7271748558955601,0.04094703171178795
+MixEval TriviaQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.7369082697183147,0.0370157216672518
+MixEval TriviaQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.7219159720057066,0.04317213020613491
+MixEval MMLU,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.8973595810319037,0.002499476856786579
+MixEval MMLU,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.6540145328427245,0.07853263145320354
+MixEval MMLU,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9470816844896075,0.0003559262259996983
+MixEval MMLU,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.798793471524343,0.017414760604056785
+MixEval MMLU,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.766501585020503,0.026513385703318352
+MixEval DROP,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6776894663079587,0.06477689572321889
+MixEval DROP,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.6576248245381009,0.07633405000799688
+MixEval DROP,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.796342090311639,0.018023378799051942
+MixEval DROP,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.689140856921657,0.058678219175095074
+MixEval DROP,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.6705942614169457,0.06873614015066103
+MixEval HellaSwag,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6842754194067544,0.0612256583562849
+MixEval HellaSwag,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.7338112096805872,0.03824046140795786
+MixEval HellaSwag,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8786344078919507,0.0040722405599500165
+MixEval HellaSwag,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.8914863638509409,0.0029400900210167272
+MixEval HellaSwag,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8522000994286094,0.007203358614415384
+MixEval CommonsenseQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7479170810940026,0.03285737031031745
+MixEval CommonsenseQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.5899049701184135,0.1237398240474465
+MixEval CommonsenseQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.864013241961245,0.005663050469813282
+MixEval CommonsenseQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.726560560314063,0.04120326937800088
+MixEval CommonsenseQA,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.7600546147835674,0.02861953111724766
+MixEval TriviaQA Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.8675817638279608,0.00524352512595729
+MixEval TriviaQA Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.4358953069712842,0.280322780055143
+MixEval TriviaQA Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8724977849323057,0.004699053502733089
+MixEval TriviaQA Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.871502377377448,0.004806214049293794
+MixEval TriviaQA Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.636462032322589,0.08974474991245225
+MixEval MMLU Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7407371067623334,0.035535069908202585
+MixEval MMLU Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.13754152986907456,0.7453436298315592
+MixEval MMLU Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8584434869588686,0.006359804257501524
+MixEval MMLU Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9096718109287911,0.0017199423212977748
+MixEval MMLU Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.429513562091493,0.2882272134157949
+MixEval DROP Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7258395762861067,0.04150524782255408
+MixEval DROP Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,1,0.4140057077993773,0.3078793667149351
+MixEval DROP Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,2,0.8860840192325219,0.003387122941063616
+MixEval DROP Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,3,0.8531999374729967,0.007063738601380546
+MixEval DROP Hard,mixeval_240829.csv,aggregate,aggregate,pearson,random,8,4,0.570698753672453,0.13958138247636556
+AlphacaEval v2lc,alphacaeval_v2lc_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9462124246513754,0.00037350751375720304
+AlphacaEval v2lc,alphacaeval_v2lc_240829.csv,aggregate,aggregate,pearson,random,8,1,0.820982530302196,0.012485817170678851
+AlphacaEval v2lc,alphacaeval_v2lc_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9284819872198913,0.0008661544234609058
+AlphacaEval v2lc,alphacaeval_v2lc_240829.csv,aggregate,aggregate,pearson,random,8,3,0.9226572389021586,0.0010905865909148318
+AlphacaEval v2lc,alphacaeval_v2lc_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8996834645928126,0.0023377397968761906
+OpenCompass,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9806889787900566,1.77437080791335e-05
+OpenCompass,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9467481050448351,0.00036260722071780783
+OpenCompass,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9051882617143683,0.001982079878231783
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+OpenCompass,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9486969514405281,0.0003247187445212263
+OpenCompass Language,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.7138885174194392,0.046707103452906885
+OpenCompass Language,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,1,0.40763933138747765,0.3161269846214854
+OpenCompass Language,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,2,0.5033557119680766,0.20350786972733814
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+OpenCompass Language,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,4,0.3662549994154035,0.3722134961617391
+OpenCompass Knowledge,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6943274080319848,0.05603338677616118
+OpenCompass Knowledge,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,1,0.888202282224346,0.0032069637473251308
+OpenCompass Knowledge,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,2,0.862959786938574,0.0057908774192851585
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+OpenCompass Knowledge,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9314197867245828,0.0007654668867563735
+OpenCompass Reasoning,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.8576726697477571,0.006460333718352682
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+OpenCompass Math,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9815968610969954,1.5367458655827867e-05
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+OpenCompass Math,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,2,0.9028698976709195,0.0021272329705264844
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+OpenCompass Math,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,4,0.8840656907304268,0.003564741739845647
+OpenCompass Code,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.9288767434076772,0.0008521494712455959
+OpenCompass Code,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,1,0.8762491857760322,0.004309027650395265
+OpenCompass Code,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,2,0.822174167720692,0.012249803466994006
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+OpenCompass Code,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,4,0.9318866818637482,0.0007502082286076188
+OpenCompass Instruction,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.6752208316271633,0.06613869004956173
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+OpenCompass Agent,opencompass_240829.csv,aggregate,aggregate,pearson,random,8,0,0.5937971020205063,0.1206592532108973
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+LiveBench 240725,livebench_240829.csv,aggregate,aggregate,pearson,random,8,1,0.9490060035318915,0.00031896092810029624
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