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更新 math Q1 Q2 实验与特征

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gloamxun
2026-09-25 08:58:10 +08:00
parent ca5be95757
commit 83ec3d1a83
168 changed files with 150303 additions and 2874 deletions
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math/Q1/results/model_comparison_v2/oof_predictions.csv
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sample_id,video_id,clip_id,true_polarity,true_sentiment,B0_predicted_polarity,B0_predicted_sentiment,B1_predicted_polarity,B1_predicted_sentiment,B2_predicted_polarity,B2_predicted_sentiment,B3_predicted_polarity,B3_predicted_sentiment,B4_predicted_polarity,B4_predicted_sentiment
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-RfYyzHpjk4/8,-RfYyzHpjk4,8,2,0.3333333432674408,2,0.3507743179798126,2,0.3568858206272125,2,0.28925618529319763,2,0.3191049098968506,2,0.4322267174720764
-RfYyzHpjk4/2,-RfYyzHpjk4,2,2,0.3333333432674408,2,0.2965596318244934,2,0.23928441107273102,2,0.15014560520648956,2,0.06735013425350189,1,0.1498362123966217
-UUCSKoHeMA/0,-UUCSKoHeMA,0,1,0.0,2,0.5649845600128174,2,0.5138146281242371,2,0.442466139793396,2,0.4966539442539215,2,0.5118038654327393
-ri04Z7vwnc/0,-ri04Z7vwnc,0,1,0.0,2,0.3447459042072296,2,0.20961377024650574,2,0.15632230043411255,2,0.21795949339866638,2,-0.09057202935218811
-ri04Z7vwnc/2,-ri04Z7vwnc,2,0,-0.3333333432674408,2,0.4085659980773926,2,0.2776380181312561,2,0.24134670197963715,2,0.32795271277427673,1,-0.1328384280204773
-ri04Z7vwnc/5,-ri04Z7vwnc,5,2,0.3333333432674408,2,0.8005267381668091,2,0.7672002911567688,2,0.6864586472511292,2,0.9234368205070496,2,0.7623293399810791
-s9qJ7ATP7w/1,-s9qJ7ATP7w,1,2,0.6666666865348816,2,1.1142053604125977,2,0.9926814436912537,2,0.9976920485496521,2,0.9410063624382019,2,0.9411022663116455
-s9qJ7ATP7w/0,-s9qJ7ATP7w,0,0,-0.3333333432674408,2,0.3428170084953308,2,0.3194730877876282,2,0.38237786293029785,2,0.3486601412296295,1,0.044125378131866455
-s9qJ7ATP7w/5,-s9qJ7ATP7w,5,0,-2.0,2,0.7024800181388855,2,0.7730922698974609,2,0.7912825345993042,2,0.7420431971549988,2,0.7903050780296326
-s9qJ7ATP7w/4,-s9qJ7ATP7w,4,1,0.0,2,1.2245943546295166,2,1.3303810358047485,2,1.3346506357192993,2,1.2238781452178955,2,1.3381654024124146
-s9qJ7ATP7w/7,-s9qJ7ATP7w,7,2,1.0,2,0.3447060286998749,2,0.4128916263580322,2,0.4752788245677948,2,0.4350683093070984,1,0.13059954345226288
-s9qJ7ATP7w/6,-s9qJ7ATP7w,6,1,0.0,2,0.13919076323509216,2,0.3213648200035095,2,0.3901626467704773,2,0.2461228221654892,2,0.19252656400203705
-s9qJ7ATP7w/8,-s9qJ7ATP7w,8,2,1.3333333730697632,2,0.847328782081604,2,1.0173355340957642,2,1.1218677759170532,2,1.0514460802078247,2,0.6931942105293274
-yRb-Jum7EQ/1,-yRb-Jum7EQ,1,1,0.0,0,-0.274469792842865,0,-0.18152904510498047,0,-0.21008510887622833,0,-0.11739368736743927,0,-0.12581652402877808
-yRb-Jum7EQ/5,-yRb-Jum7EQ,5,0,-0.6666666865348816,1,-0.2212585210800171,1,-0.06386779248714447,1,-0.04183962568640709,1,-0.07445302605628967,1,-0.022086799144744873
-yRb-Jum7EQ/6,-yRb-Jum7EQ,6,1,0.0,0,-0.1357426941394806,0,-0.057185620069503784,0,-0.1435268521308899,0,-0.011820107698440552,0,-0.07956936955451965
1 sample_id video_id clip_id true_polarity true_sentiment B0_predicted_polarity B0_predicted_sentiment B1_predicted_polarity B1_predicted_sentiment B2_predicted_polarity B2_predicted_sentiment B3_predicted_polarity B3_predicted_sentiment B4_predicted_polarity B4_predicted_sentiment
2 -3g5yACwYnA/13 -3g5yACwYnA 13 2 0.6666666865348816 2 0.1476103514432907 2 0.3377506136894226 2 0.3597119450569153 2 0.32037657499313354 2 0.3982303738594055
3 -3g5yACwYnA/3 -3g5yACwYnA 3 1 0.0 2 0.3290478587150574 2 0.38849568367004395 2 0.4387802183628082 2 0.34242600202560425 2 0.33664584159851074
4 -3g5yACwYnA/2 -3g5yACwYnA 2 1 0.0 2 0.3948221802711487 2 0.3874940872192383 2 0.3891647756099701 2 0.4063431918621063 2 0.46597111225128174
5 -3g5yACwYnA/9 -3g5yACwYnA 9 2 0.6666666865348816 2 0.7790729999542236 2 0.8064923882484436 2 0.770757794380188 2 0.7431319952011108 2 0.6636634469032288
6 -3nNcZdcdvU/5 -3nNcZdcdvU 5 1 0.0 0 -0.5256086587905884 2 -0.03856471925973892 0 -0.07245167344808578 2 -0.03071223944425583 2 -0.09075337648391724
7 -HwX2H8Z4hY/2 -HwX2H8Z4hY 2 1 0.0 2 0.6340967416763306 2 0.54456627368927 2 0.5576773285865784 2 0.5208297967910767 2 0.6805298328399658
8 -HwX2H8Z4hY/5 -HwX2H8Z4hY 5 0 -1.0 0 0.19525308907032013 2 0.26315033435821533 2 0.33931857347488403 2 0.2528100907802582 2 0.2705127000808716
9 -HwX2H8Z4hY/6 -HwX2H8Z4hY 6 1 0.0 2 0.564860463142395 2 0.7512304186820984 2 0.7728696465492249 2 0.554623007774353 2 0.7470145225524902
10 -HwX2H8Z4hY/9 -HwX2H8Z4hY 9 0 -0.3333333432674408 0 -0.01870831847190857 0 0.14999304711818695 2 0.1341104805469513 0 0.058806389570236206 0 -0.03148035705089569
11 -NFrJFQijFE/1 -NFrJFQijFE 1 2 0.3333333432674408 2 0.014001220464706421 1 -0.24171727895736694 1 -0.208953395485878 1 -0.23541945219039917 1 -0.2296527922153473
12 -NFrJFQijFE/2 -NFrJFQijFE 2 1 0.0 2 0.5719102621078491 2 0.2716735601425171 2 0.2977616786956787 2 0.29354575276374817 1 0.37435537576675415
13 -THoVjtIkeU/12 -THoVjtIkeU 12 2 2.0 2 0.3152218163013458 2 0.2703709006309509 2 0.2735849618911743 2 0.1975540816783905 2 0.27328190207481384
14 -THoVjtIkeU/2 -THoVjtIkeU 2 2 1.3333333730697632 2 0.38223057985305786 2 0.36808502674102783 2 0.4841567277908325 2 0.4483664631843567 2 0.4306724965572357
15 -THoVjtIkeU/6 -THoVjtIkeU 6 2 2.6666667461395264 2 0.48306459188461304 2 0.49480828642845154 2 0.5349615812301636 2 0.5291507840156555 2 0.41925114393234253
16 -UuX1xuaiiE/1 -UuX1xuaiiE 1 2 1.6666666269302368 2 0.07767076790332794 2 0.16774766147136688 2 0.16151535511016846 2 0.18307603895664215 2 0.10815797746181488
17 -UuX1xuaiiE/0 -UuX1xuaiiE 0 2 2.6666667461395264 2 0.9441816806793213 2 1.0996581315994263 2 1.1345268487930298 2 0.879923403263092 2 0.9021000266075134
18 -UuX1xuaiiE/3 -UuX1xuaiiE 3 2 0.3333333432674408 2 0.6876473426818848 2 0.5610893964767456 2 0.524526059627533 2 0.48953402042388916 2 0.4889928996562958
19 -UuX1xuaiiE/6 -UuX1xuaiiE 6 0 -0.3333333432674408 2 0.03396131098270416 1 -0.0173255056142807 1 -0.00989466905593872 1 0.01086936891078949 2 0.008090794086456299
20 -a55Q6RWvTA/3 -a55Q6RWvTA 3 2 0.6666666865348816 2 0.30098170042037964 2 0.048324137926101685 2 0.026234928518533707 2 0.043223656713962555 2 0.14549311995506287
21 -aNfi7CP8vM/7 -aNfi7CP8vM 7 1 0.0 2 0.42273712158203125 2 0.3958045244216919 2 0.34589970111846924 2 0.3650631904602051 2 0.3631160259246826
22 -aqamKhZ1Ec/0 -aqamKhZ1Ec 0 0 -2.0 0 -0.0819425880908966 0 -0.17951332032680511 0 -0.19777223467826843 0 -0.2181200087070465 0 -0.07961438596248627
23 -dxfTGcXJoc/1 -dxfTGcXJoc 1 2 1.6666666269302368 2 0.5668308734893799 2 0.26850393414497375 2 0.3121066689491272 2 0.27606263756752014 2 0.26729390025138855
24 -dxfTGcXJoc/0 -dxfTGcXJoc 0 2 1.0 2 0.3843950629234314 2 0.08622702956199646 2 0.08498463779687881 2 0.1064034253358841 2 0.12197118252515793
25 -dxfTGcXJoc/2 -dxfTGcXJoc 2 2 0.6666666865348816 2 0.6037228107452393 2 0.3355353772640228 2 0.36813029646873474 2 0.2821359634399414 2 0.34538790583610535
26 -dxfTGcXJoc/6 -dxfTGcXJoc 6 2 0.6666666865348816 2 0.5108404159545898 2 0.2133411467075348 2 0.20431466400623322 2 0.20173203945159912 2 0.2000829130411148
27 -egA8-b7-3M/26 -egA8-b7-3M 26 2 1.6666666269302368 2 0.796988308429718 2 0.9515016674995422 2 0.8738996982574463 2 0.9268646240234375 2 0.7911489605903625
28 -egA8-b7-3M/17 -egA8-b7-3M 17 2 0.3333333432674408 2 0.7051204442977905 2 0.7728602886199951 2 0.7798376083374023 2 0.77076655626297 2 0.6984787583351135
29 -egA8-b7-3M/18 -egA8-b7-3M 18 2 1.0 2 0.8262425661087036 2 0.8838357925415039 2 0.8088366985321045 2 0.8196879625320435 2 0.7475150227546692
30 -egA8-b7-3M/16 -egA8-b7-3M 16 2 0.6666666865348816 2 1.0463380813598633 2 1.2018027305603027 2 1.1184855699539185 2 1.1443341970443726 2 1.0458707809448242
31 -egA8-b7-3M/13 -egA8-b7-3M 13 2 0.3333333432674408 2 0.3283877968788147 2 0.46931418776512146 2 0.4583430588245392 2 0.4491943418979645 2 0.602459728717804
32 -egA8-b7-3M/1 -egA8-b7-3M 1 2 0.6666666865348816 2 0.4831215441226959 2 0.6182389259338379 2 0.5324193239212036 2 0.5424963235855103 2 0.5751203298568726
33 -egA8-b7-3M/6 -egA8-b7-3M 6 2 0.6666666865348816 2 0.7039862871170044 2 0.8978493213653564 2 0.8621869087219238 2 0.9016239643096924 2 0.7639468312263489
34 -egA8-b7-3M/9 -egA8-b7-3M 9 2 0.3333333432674408 2 0.7732900977134705 2 0.9546601176261902 2 0.901647686958313 2 0.9338622689247131 2 0.8764657974243164
35 -egA8-b7-3M/20 -egA8-b7-3M 20 2 0.3333333432674408 2 0.7222282886505127 2 0.8708169460296631 2 0.8735624551773071 2 0.7761253714561462 2 0.8936517834663391
36 -iRBcNs9oI8/3 -iRBcNs9oI8 3 2 0.6666666865348816 2 0.5430101752281189 2 0.565361499786377 2 0.5021452307701111 2 0.62532639503479 2 0.4239353537559509
37 -iRBcNs9oI8/7 -iRBcNs9oI8 7 2 0.6666666865348816 2 0.8830914497375488 2 0.8413313627243042 2 0.8693705201148987 2 0.8135834336280823 2 0.7623943090438843
38 -iRBcNs9oI8/6 -iRBcNs9oI8 6 2 0.3333333432674408 2 0.5719975829124451 2 0.6302372217178345 2 0.6439937353134155 2 0.5471010804176331 2 0.615645170211792
39 -iRBcNs9oI8/9 -iRBcNs9oI8 9 2 1.3333333730697632 2 0.22892765700817108 2 0.20545294880867004 1 0.4432207942008972 2 0.3340597450733185 2 0.14689770340919495
40 -iRBcNs9oI8/8 -iRBcNs9oI8 8 2 1.0 2 0.6184129118919373 2 0.6468950510025024 2 0.7297698259353638 2 0.741061806678772 2 0.6729381680488586
41 -lzEya4AM_4/5 -lzEya4AM_4 5 0 -0.6666666865348816 2 -0.12809744477272034 2 0.03494763374328613 2 0.02827782928943634 2 0.0178489089012146 2 0.028649896383285522
42 -lzEya4AM_4/6 -lzEya4AM_4 6 0 -0.3333333432674408 1 -0.16923663020133972 2 0.010627403855323792 1 -0.01804492622613907 2 -0.019997522234916687 2 -0.006792500615119934
43 -mJ2ud6oKI8/1 -mJ2ud6oKI8 1 1 0.0 2 0.435085654258728 2 0.12550902366638184 2 0.18865731358528137 2 0.18155823647975922 1 0.023123089224100113
44 -mJ2ud6oKI8/2 -mJ2ud6oKI8 2 1 0.0 2 0.27360260486602783 2 -0.12368276715278625 2 -0.10187004506587982 2 -0.06334057450294495 1 -0.2099795639514923
45 -mJ2ud6oKI8/6 -mJ2ud6oKI8 6 2 0.3333333432674408 2 0.19508719444274902 1 -0.02618638053536415 2 -0.04895489662885666 1 -0.0752103328704834 2 -0.09354723989963531
46 -mJ2ud6oKI8/9 -mJ2ud6oKI8 9 1 0.0 2 0.29864612221717834 2 0.19674572348594666 2 0.12373239547014236 2 0.19428680837154388 2 0.07985420525074005
47 -mJ2ud6oKI8/8 -mJ2ud6oKI8 8 0 -0.3333333432674408 2 -0.0026893317699432373 2 -0.12401668727397919 2 -0.027800302952528 2 -0.09499827027320862 2 -0.07242085784673691
48 -mqbVkbCndg/0 -mqbVkbCndg 0 1 0.0 2 -0.11811599135398865 2 -0.113245889544487 2 -0.06126278638839722 2 -0.14402173459529877 2 0.014159590005874634
49 -t217m2on-s/2 -t217m2on-s 2 2 0.6666666865348816 2 0.43102455139160156 2 0.42948803305625916 2 0.4876057505607605 2 0.4043726921081543 2 0.260307639837265
50 -t217m2on-s/7 -t217m2on-s 7 0 -0.6666666865348816 2 -0.15572434663772583 2 -0.12948289513587952 2 -0.02897307276725769 2 -0.17366982996463776 2 0.04362402856349945
51 -tANM6ETl_M/3 -tANM6ETl_M 3 2 0.3333333432674408 2 0.04452957212924957 2 0.018270835280418396 2 0.0006791818886995316 2 0.04690059274435043 2 0.07506758719682693
52 -tPCytz4rww/11 -tPCytz4rww 11 1 0.0 2 0.448726087808609 2 0.3435809314250946 2 0.3661764860153198 2 0.30269673466682434 2 0.44975972175598145
53 -tPCytz4rww/10 -tPCytz4rww 10 1 0.0 2 0.43638044595718384 2 0.4057938754558563 2 0.34635603427886963 2 0.3622593879699707 2 0.5101577043533325
54 -tPCytz4rww/12 -tPCytz4rww 12 1 0.0 2 0.4805038869380951 2 0.4221811294555664 2 0.4491434693336487 2 0.3991668224334717 2 0.45005616545677185
55 -tPCytz4rww/16 -tPCytz4rww 16 1 0.0 2 0.19673721492290497 2 0.14087165892124176 2 0.11867634952068329 2 0.15334615111351013 2 0.08282724022865295
56 -tPCytz4rww/18 -tPCytz4rww 18 1 0.0 2 0.3579742908477783 2 0.2874269485473633 2 0.30070245265960693 2 0.3142424523830414 2 0.3924665153026581
57 -vxjVxOeScU/4 -vxjVxOeScU 4 2 1.0 2 1.2628185749053955 2 1.2057193517684937 2 1.1537662744522095 2 1.1917481422424316 2 1.1590478420257568
58 -wMB_hJL-3o/7 -wMB_hJL-3o 7 2 0.3333333432674408 2 0.43636569380760193 2 0.29640114307403564 2 0.27461326122283936 2 0.2730790674686432 2 0.31674522161483765
59 -wny0OAz3g8/1 -wny0OAz3g8 1 2 0.3333333432674408 2 0.11702589690685272 2 0.3193812966346741 2 0.2975759506225586 2 0.3441736698150635 2 0.35987910628318787
60 -wny0OAz3g8/0 -wny0OAz3g8 0 2 0.3333333432674408 1 -0.14473700523376465 2 0.1396448165178299 1 0.11632920801639557 2 0.2368963062763214 2 0.20068170130252838
61 -wny0OAz3g8/3 -wny0OAz3g8 3 0 -1.3333333730697632 2 -0.013933777809143066 2 0.21962371468544006 2 0.1841859221458435 2 0.15942029654979706 2 0.30622413754463196
62 -wny0OAz3g8/2 -wny0OAz3g8 2 0 -0.3333333432674408 2 0.23859459161758423 2 0.37333181500434875 2 0.38001203536987305 2 0.29850250482559204 2 0.42137134075164795
63 -wny0OAz3g8/5 -wny0OAz3g8 5 2 1.0 2 0.46301954984664917 2 0.6511979103088379 2 0.6170816421508789 2 0.6160842180252075 2 0.6765507459640503
64 -wny0OAz3g8/7 -wny0OAz3g8 7 1 0.0 2 0.12709125876426697 2 0.3110859990119934 2 0.3368036448955536 2 0.2803671956062317 2 0.2915748059749603
65 -wny0OAz3g8/9 -wny0OAz3g8 9 2 0.6666666865348816 2 0.18106885254383087 2 0.3262255787849426 2 0.33568623661994934 2 0.39836806058883667 2 0.4321054220199585
66 -571d8cVauQ/0 -571d8cVauQ 0 1 0.0 2 0.17872829735279083 2 0.1286490261554718 2 0.0722273662686348 2 0.10317762196063995 2 0.20304179191589355
67 -571d8cVauQ/5 -571d8cVauQ 5 2 0.3333333432674408 2 0.8719459772109985 2 0.8245927095413208 2 0.8087010383605957 2 0.804216742515564 2 0.7392352223396301
68 -I_e4mIh0yE/1 -I_e4mIh0yE 1 0 -0.6666666865348816 1 -0.1260083019733429 1 -0.1593148410320282 1 -0.10996828973293304 1 -0.15738269686698914 1 -0.12651483714580536
69 -I_e4mIh0yE/3 -I_e4mIh0yE 3 2 0.6666666865348816 2 0.20186679065227509 2 0.23324435949325562 2 0.30824849009513855 2 0.3133312463760376 2 0.3058927655220032
70 -UacrmKiTn4/10 -UacrmKiTn4 10 0 -0.6666666865348816 2 -0.10355648398399353 2 -0.2318248152732849 2 -0.21478399634361267 2 -0.31431692838668823 2 -0.0975320041179657
71 -UacrmKiTn4/4 -UacrmKiTn4 4 0 -1.3333333730697632 2 0.241849884390831 2 0.3373302221298218 2 0.30976641178131104 2 0.348848432302475 2 0.4418823719024658
72 -hnBHBN8p5A/7 -hnBHBN8p5A 7 2 0.6666666865348816 2 0.4939495325088501 2 0.8641390204429626 2 0.8633967638015747 2 0.8565303087234497 2 0.8410714864730835
73 -hnBHBN8p5A/6 -hnBHBN8p5A 6 2 1.0 2 1.1066672801971436 2 1.3260663747787476 2 1.3617864847183228 2 1.308870792388916 2 1.2422211170196533
74 -qDkUB0GgYY/6 -qDkUB0GgYY 6 2 1.3333333730697632 2 1.3666760921478271 2 1.4849603176116943 2 1.5535938739776611 2 1.3738244771957397 2 1.3288589715957642
75 -uywlfIYOS8/4 -uywlfIYOS8 4 2 0.3333333432674408 2 0.688430905342102 2 0.6885379552841187 2 0.6821004748344421 2 0.6898718476295471 2 0.7287619709968567
76 -6rXp3zJ3kc/8 -6rXp3zJ3kc 8 0 -1.0 2 0.2171037346124649 2 0.2301240861415863 2 0.15916138887405396 2 0.14817197620868683 2 0.20924586057662964
77 -9y-fZ3swSY/0 -9y-fZ3swSY 0 2 1.0 2 1.0606353282928467 2 1.0559306144714355 2 1.0464907884597778 2 1.0452687740325928 2 1.047587513923645
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79 -9y-fZ3swSY/8 -9y-fZ3swSY 8 2 1.6666666269302368 2 0.13455620408058167 2 0.19055220484733582 2 0.3103303909301758 2 0.0542222261428833 2 0.2290945053100586
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