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arthurdouillard / CVPR2021_PLOP

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
https://arxiv.org/abs/2011.11390
MIT License
145 stars 23 forks source link

Asking for fine details about ADE. #13

Closed fengjk12138 closed 3 years ago

fengjk12138 commented 3 years ago

Hello, I wonder if you can provide me with the performance of your model on each part(1-100, 101-110, 111-120...) about ADE100-10, (1-50, 51-100, 101-150) about ADE50-50, hope you can help me. Thanks a lot.

fengjk12138 commented 3 years ago

Hello, If you can help us? Maybe the exact data will help us in following your impressive work!

arthurdouillard commented 3 years ago

Hey,

Please be patient if I don't answer in 3 days.

100-10:

0,0.35856143,0.6772409,0.7386112,0.91846144,0.72285056,0.6961923,0.7585302,0.7719019,0.73936164,0.55872107,0.6013685,0.51973796,0.53037333,0.7140979,0.23892824,0.33592287,0.45962873,0.5274422,0.40948072,0.66704607,0.4859119,0.77301645,0.47378486,0.58401763,0.5522474,0.3467192,0.34164605,0.685031,0.49283406,0.49517685,0.32784748,0.31649303,0.50146425,0.32278305,0.36703205,0.3259095,0.41492674,0.4646123,0.607456,0.21600626,0.4521961,0.0873619,0.08451941,0.33978346,0.24703012,0.42095843,0.19469754,0.34710222,0.5340286,0.48690775,0.5761826,0.49603897,0.32072616,0.15192503,0.2432722,0.51030904,0.5242222,0.88066244,0.45415094,0.583695,0.35843563,0.3007957,0.3872782,0.36444604,0.2805662,0.45658752,0.7123983,0.34553862,0.386292,0.13647628,0.34081805,0.498161,0.599992,0.49902967,0.29063872,0.49334154,0.37398556,0.29500487,0.2491378,0.13119176,0.14377603,0.7888234,0.37238362,0.35624158,0.10491784,0.29251516,0.5630149,0.13815828,0.17651907,0.1781701,0.595785,0.41798115,0.22577733,0.21095572,0.1115508,0.0,0.038544357,0.26422545,0.33939585,0.16692924,0.29916602,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.4184167981147766
1,0.28759998,0.67441773,0.7370417,0.91645813,0.725148,0.6852703,0.7495533,0.76440215,0.7280937,0.5505638,0.6006026,0.51437813,0.52576506,0.70796245,0.23257704,0.32800117,0.4653538,0.5237322,0.40798053,0.65925896,0.4830363,0.7636715,0.4447864,0.5493385,0.5488675,0.34109047,0.372294,0.6729449,0.46929958,0.49319637,0.3307031,0.3191484,0.4913486,0.31885096,0.34609705,0.31313583,0.4054885,0.45543078,0.6004015,0.18330419,0.44345358,0.10117164,0.12536709,0.3541434,0.2541881,0.4052944,0.21016784,0.34510502,0.48689574,0.4598617,0.51525897,0.49372166,0.30233315,0.13894549,0.23261826,0.52593815,0.47880962,0.8427389,0.43813708,0.54355913,0.3581551,0.2922737,0.33642548,0.35615173,0.30710348,0.44293496,0.6605833,0.3441493,0.39135206,0.12577608,0.34883285,0.4764431,0.6225195,0.5001586,0.2607413,0.5217346,0.38367885,0.4411354,0.23864317,0.31191802,0.2568452,0.7455851,0.3438422,0.34313518,0.11527403,0.24617915,0.5496235,0.12827608,0.14328258,0.22677593,0.54896677,0.3078956,0.18783449,0.16259085,0.10017451,8.119901e-05,0.04000717,0.3060104,0.35699093,0.19853996,0.3730581,0.08382093,0.015426064,0.25559747,0.015135797,0.086242445,0.09172375,0.10015822,0.52842724,0.074164174,0.22068903,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.3897060453891754
2,0.2698768,0.6755663,0.7258025,0.9155492,0.72555,0.6843055,0.751062,0.75675964,0.73408306,0.5498919,0.59777683,0.5171048,0.52571994,0.70288664,0.22299257,0.3285173,0.46630016,0.5168451,0.41113946,0.6559871,0.4839901,0.76197153,0.4525027,0.5584582,0.54731774,0.3454245,0.31658822,0.67975736,0.4567239,0.49245384,0.3219275,0.31644183,0.49406037,0.31439087,0.35029283,0.30419725,0.40359738,0.45135942,0.59559524,0.17182009,0.44000357,0.12097991,0.119991265,0.34833845,0.25954354,0.4310181,0.19395724,0.30899245,0.51083875,0.45774272,0.5364869,0.49161685,0.29313922,0.12752205,0.24432875,0.5069159,0.4871003,0.82975876,0.42524323,0.53547657,0.35666367,0.28258312,0.34861654,0.34920052,0.31235105,0.43633777,0.67392474,0.30001503,0.39459655,0.11968631,0.3386284,0.48853034,0.5895646,0.49930036,0.26045477,0.5147157,0.37150222,0.41968137,0.24407573,0.28610307,0.30220193,0.7182953,0.35251504,0.32278162,0.1057478,0.24006101,0.54889166,0.12364706,0.12443173,0.21783687,0.58280855,0.27225015,0.16584243,0.14051504,0.08406416,0.001185136,0.036887433,0.2724864,0.36985666,0.1554888,0.30220848,0.07205308,0.008838488,0.2618174,0.0002711646,0.014166863,0.06278575,0.10840544,0.55840033,0.0683501,0.1992457,0.17115156,0.0,0.058514487,0.37797558,0.41009733,0.0,0.30439034,0.6864365,0.20709485,0.46634954,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.37425175309181213
3,0.25435278,0.6741451,0.73075074,0.91679347,0.7230813,0.6834556,0.7487062,0.7589931,0.731526,0.544932,0.5895318,0.5093176,0.5210828,0.702762,0.24129343,0.3310442,0.46012798,0.51354355,0.4130885,0.6475367,0.48615718,0.761509,0.45825177,0.55448383,0.54359007,0.346335,0.34221026,0.68787616,0.45478427,0.48701996,0.33012483,0.31343332,0.4925967,0.3234012,0.35266945,0.32503283,0.3967097,0.4501704,0.6020498,0.17920414,0.4386758,0.12112923,0.11625949,0.34491274,0.2588502,0.43104425,0.2188582,0.32625952,0.5218023,0.46726346,0.5380478,0.49742937,0.28426576,0.113984525,0.24982086,0.5008864,0.48576447,0.85069776,0.4234593,0.5158695,0.35529193,0.28011423,0.38893607,0.33602524,0.31519085,0.4472138,0.68517464,0.3075016,0.37871668,0.13148992,0.33199656,0.47485232,0.5913435,0.51058453,0.2594092,0.501178,0.3582154,0.3304597,0.22043832,0.23565508,0.29336864,0.6927455,0.36333874,0.29457188,0.101514265,0.24792407,0.547454,0.119331874,0.0965052,0.20999277,0.5792582,0.28240576,0.15878533,0.13077132,0.06585577,0.0053841844,0.03101518,0.28099236,0.3749495,0.13852565,0.26499933,0.05770459,0.011193278,0.28118247,1.271251e-05,0.010060586,0.067271605,0.118769825,0.58807635,0.042764943,0.19290109,0.15760902,0.0,0.0,0.38683984,0.40816075,0.0,0.17687745,0.66299915,0.10254463,0.39975914,0.3307518,0.038538516,0.059445012,0.24979554,0.3377322,0.20192447,0.36063102,0.28018567,0.13373564,0.45549133,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.35970526933670044
4,0.25847134,0.67190605,0.7315977,0.91516083,0.71755743,0.68185866,0.7506345,0.75706285,0.7268347,0.5405998,0.59405273,0.51045036,0.5181523,0.70163524,0.23506345,0.33338192,0.46034583,0.502602,0.40692118,0.6380323,0.48350328,0.76428854,0.46733922,0.5621114,0.54070914,0.34558818,0.33880126,0.69373703,0.45149136,0.47770458,0.31829545,0.31766945,0.48616427,0.33201265,0.35187688,0.35219675,0.392834,0.44745934,0.5969925,0.20140347,0.438027,0.11794946,0.1072008,0.33901393,0.25895908,0.43371788,0.23216239,0.32894352,0.52508646,0.4720486,0.56302255,0.4953096,0.27539596,0.118470594,0.25414312,0.5278405,0.4733423,0.8562149,0.41782704,0.5247349,0.35034147,0.29076505,0.39938292,0.32674178,0.31659636,0.44404915,0.6950335,0.3072316,0.37554032,0.123834126,0.33729503,0.48277596,0.5823382,0.5093631,0.25850073,0.50193226,0.3476417,0.24856703,0.2314184,0.19305915,0.27472487,0.67925054,0.36629835,0.28853685,0.104132496,0.2618168,0.5519661,0.1154817,0.09454603,0.2231763,0.5952151,0.35352618,0.16043425,0.13332638,0.05681562,0.0008672097,0.021236485,0.24564505,0.37608716,0.13644525,0.25112125,0.0742056,0.031762492,0.30005717,0.0,0.0288943,0.031104155,0.120415196,0.59203905,0.039195187,0.1852967,0.138707,0.0,0.0,0.40332535,0.25303346,0.0,0.18243347,0.6627469,0.11070499,0.32994384,0.35520902,0.02679461,0.0,0.22901617,0.35635933,0.09633961,0.3400569,0.28648904,0.17198698,0.45176178,0.48009294,0.0022331036,0.04989408,0.25315538,0.12971796,0.053617336,0.001614512,0.0,0.00024371562,0.32848442,x,x,x,x,x,x,x,x,x,x,0.34073686599731445
5,0.25339022,0.67187697,0.7261993,0.9141352,0.7172461,0.6835439,0.7500393,0.7556619,0.7286044,0.5440839,0.59006697,0.51684684,0.5090977,0.7007044,0.23658954,0.33108118,0.46276087,0.49630708,0.4013888,0.64156675,0.4829388,0.76806027,0.4582388,0.54749125,0.537458,0.34189364,0.3168704,0.6885055,0.45969895,0.48551655,0.3070044,0.3076135,0.48739973,0.32505172,0.33587262,0.35655546,0.3933615,0.4439967,0.5986498,0.20986307,0.44128588,0.14366001,0.09442136,0.34646916,0.25831667,0.43278947,0.23357193,0.32466966,0.53434664,0.47349405,0.5300172,0.5008105,0.28355983,0.11652059,0.25163367,0.54143614,0.4513376,0.84748185,0.42016876,0.5382538,0.33645147,0.309666,0.40784824,0.31626445,0.29558262,0.45017707,0.69379455,0.29834017,0.3738975,0.12129117,0.34222504,0.47911888,0.57738656,0.5003353,0.26198614,0.49945775,0.3549217,0.33492997,0.23550962,0.28365117,0.2513841,0.6796609,0.35971543,0.26325074,0.10354073,0.24665962,0.5517647,0.11596552,0.08338242,0.2449928,0.5637892,0.35733977,0.16065322,0.13488947,0.044000715,0.00028860255,0.019250164,0.2063892,0.37456146,0.13425584,0.27264816,0.06902231,0.01173147,0.32265106,0.0,0.025004342,0.06185702,0.11731612,0.61168873,0.034169476,0.18581136,0.1325725,0.0,0.0,0.416135,0.012864262,0.0,0.19500856,0.64797145,0.10111409,0.24617703,0.36105824,0.0043131695,0.0,0.22895117,0.3623009,0.029607046,0.19775283,0.2850361,0.15901212,0.45332915,0.41155759,0.0,0.0062817726,0.2304302,0.08970164,0.0,0.0,0.0,0.0,0.29056808,0.14437477,0.03432239,0.09623297,0.048427477,0.15009254,1.6058904e-05,0.030824767,0.0,0.0,0.0017394477,0.315865695476532

50-50

0,0.4423297,0.67292744,0.7366905,0.9193411,0.71980965,0.68864405,0.76063144,0.7710753,0.73119974,0.5636733,0.57867044,0.52237415,0.5410831,0.7123891,0.2177304,0.3335423,0.46302864,0.533613,0.3867521,0.61843693,0.4777679,0.76227665,0.41695207,0.5779886,0.5533054,0.3455461,0.3281,0.6631679,0.5142121,0.46834552,0.3429595,0.36092228,0.45725462,0.32130817,0.36048755,0.38854092,0.4314216,0.45550153,0.5821065,0.19248752,0.47445834,0.13310601,0.1467166,0.3552054,0.25907192,0.41421384,0.16664153,0.31553546,0.5793707,0.5327164,0.6173093,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.4884105622768402
1,0.33891863,0.6717511,0.7383161,0.9198735,0.7247422,0.69015133,0.7544699,0.7697928,0.73191684,0.56348985,0.59635484,0.5263639,0.5306768,0.71718425,0.23917907,0.32195047,0.46622542,0.5501681,0.39488858,0.6262849,0.48625386,0.7722037,0.43876895,0.57709676,0.5490546,0.3515018,0.33486164,0.6862849,0.51184016,0.45323625,0.3478977,0.35449252,0.48072362,0.32218522,0.35731396,0.3740949,0.41752574,0.4581968,0.5958204,0.22648045,0.48461458,0.1628534,0.106660865,0.35777503,0.24485216,0.4285482,0.18685417,0.33508736,0.57786983,0.49909407,0.6050097,0.5525823,0.4336284,0.10327996,0.26279467,0.5509073,0.37751538,0.81118864,0.4816507,0.41628596,0.29410258,0.18890369,0.37217474,0.26294264,0.28645524,0.44247645,0.67191076,0.31659818,0.31292087,0.105629995,0.29381981,0.42346048,0.5551748,0.4494857,0.29136282,0.43564263,0.3727579,0.16217974,0.11482168,0.19049972,0.21144061,0.54861844,0.26101005,0.33494103,0.02879583,0.25010544,0.5009162,0.12417791,6.0154716e-06,0.15236862,0.4394008,0.4196547,0.04923745,0.054171197,0.0,0.011759729,0.0011038543,0.087959304,0.2088957,0.058790077,0.18673646,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,x,0.39030686020851135
2,0.25929764,0.6691378,0.7360875,0.9175271,0.7202321,0.6902652,0.75201446,0.7670734,0.7311334,0.55685383,0.59315306,0.5319067,0.529856,0.7105064,0.23625755,0.3212214,0.46853957,0.5458054,0.3914547,0.62748253,0.48174605,0.7700419,0.45201463,0.56562096,0.54611903,0.34568742,0.32801983,0.6841503,0.51903063,0.46340987,0.37070215,0.3549308,0.47206694,0.33060044,0.35364527,0.35871026,0.41556075,0.4441187,0.58670485,0.23027177,0.47518772,0.18927573,0.11847469,0.35910088,0.2660622,0.43132803,0.21143556,0.3713729,0.56991935,0.49039945,0.59329545,0.58297503,0.40848598,0.11075976,0.2588706,0.5779434,0.402578,0.8060192,0.47732136,0.4381453,0.29182005,0.17127629,0.3589587,0.26527232,0.28366837,0.4489527,0.69067514,0.32531792,0.30283788,0.122767106,0.307358,0.41998082,0.5806371,0.476989,0.31668484,0.45677233,0.3736748,0.16211267,0.1477682,0.1568018,0.17309679,0.5217783,0.2529136,0.3405604,0.0154699655,0.265202,0.5078728,0.14182799,0.0,0.18877168,0.4589638,0.38167256,0.1011144,0.029904163,0.0,0.0,0.0,0.044138152,0.19775137,0.07602784,0.20330277,0.010849727,0.039248466,0.2772586,0.00079675886,0.11098655,0.1343951,0.0943663,0.4858503,0.019498503,0.19186091,0.07666068,0.0,0.0,0.39716634,0.38944876,0.0,0.2688772,0.6249804,0.11471544,0.43116248,0.1849557,0.021791652,0.056721464,0.21074302,0.31281865,0.04442273,0.39467737,0.24894013,0.18076697,0.37301618,0.30590022,0.0,0.0051875142,0.19199248,0.00961988,0.0,0.0,0.0,0.0,0.04367875,0.107305065,0.001409115,0.00060333876,0.0076815495,0.0,0.0,0.0,0.0,0.0,0.0,0.30396661162376404

Each line is made of ,<mIoU of class 0>,...,,. Performance on yet unseen classes are symbolized by a x.