# | Experiment | Dataset | Model | ID | IoU | SIS | |
---|---|---|---|---|---|---|---|
1 | 0 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 0 | 0.727420449256897 | 0.33233511447906494 |
2 | 1 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 1 | 0.7180271744728088 | 0.33874115347862244 |
3 | 2 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 2 | 0.6848106384277344 | 0.36143866181373596 |
4 | 3 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 3 | 0.7234662175178528 | 0.33254870772361755 |
5 | 4 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 4 | 0.7190899848937988 | 0.3462061285972595 |
6 | 5 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 5 | 0.7199276089668274 | 0.33360666036605835 |
7 | 6 | Inpainter Augmentation | CVC-ClinicDB | DD-DeepLabV3+ | 6 | 0.6999735236167908 | 0.3550873100757599 |
8 | 7 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 0 | 0.7184318900108337 | 0.34028300642967224 |
9 | 8 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 1 | 0.721058189868927 | 0.33125436305999756 |
10 | 9 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 2 | 0.7310508489608765 | 0.3242917060852051 |
11 | 10 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 3 | 0.6994679570198059 | 0.35169294476509094 |
12 | 11 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 4 | 0.7253211736679077 | 0.33408093452453613 |
13 | 12 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 5 | 0.7205587029457092 | 0.33189207315444946 |
14 | 13 | Inpainter Augmentation | CVC-ClinicDB | DeepLab | 6 | 0.7122503519058228 | 0.34323665499687195 |
15 | 14 | Inpainter Augmentation | CVC-ClinicDB | FPN | 0 | 0.6976644992828369 | 0.35378292202949524 |
16 | 15 | Inpainter Augmentation | CVC-ClinicDB | FPN | 1 | 0.7051995396614075 | 0.3506438434123993 |
17 | 16 | Inpainter Augmentation | CVC-ClinicDB | FPN | 2 | 0.707182765007019 | 0.34964972734451294 |
18 | 17 | Inpainter Augmentation | CVC-ClinicDB | FPN | 3 | 0.7011790871620178 | 0.36131805181503296 |
19 | 18 | Inpainter Augmentation | CVC-ClinicDB | FPN | 4 | 0.7069611549377441 | 0.34829244017601013 |
20 | 19 | Inpainter Augmentation | CVC-ClinicDB | FPN | 5 | 0.7324373722076416 | 0.32754868268966675 |
21 | 20 | Inpainter Augmentation | CVC-ClinicDB | FPN | 6 | 0.6837031245231628 | 0.35591715574264526 |
22 | 21 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 0 | 0.6683919429779053 | 0.39108771085739136 |
23 | 22 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 1 | 0.6600944995880127 | 0.40887993574142456 |
24 | 23 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 2 | 0.6790904998779297 | 0.4034441411495209 |
25 | 24 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 3 | 0.6757442355155945 | 0.3812263309955597 |
26 | 25 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 4 | 0.6628771424293518 | 0.40348073840141296 |
27 | 26 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 5 | 0.6839691996574402 | 0.3840716779232025 |
28 | 27 | Inpainter Augmentation | CVC-ClinicDB | TriUnet | 6 | 0.5849844813346863 | 0.42451900243759155 |
29 | 28 | Inpainter Augmentation | CVC-ClinicDB | Unet | 0 | 0.6925122141838074 | 0.3576310873031616 |
30 | 29 | Inpainter Augmentation | CVC-ClinicDB | Unet | 1 | 0.6989176869392395 | 0.3596675395965576 |
31 | 30 | Inpainter Augmentation | CVC-ClinicDB | Unet | 2 | 0.6997473835945129 | 0.36032143235206604 |
32 | 31 | Inpainter Augmentation | CVC-ClinicDB | Unet | 3 | 0.7126128673553467 | 0.34272727370262146 |
33 | 32 | Inpainter Augmentation | CVC-ClinicDB | Unet | 4 | 0.6924415230751038 | 0.3619217872619629 |
34 | 33 | Inpainter Augmentation | CVC-ClinicDB | Unet | 5 | 0.7111960053443909 | 0.34316593408584595 |
35 | 34 | Inpainter Augmentation | CVC-ClinicDB | Unet | 6 | 0.716607928276062 | 0.3430982232093811 |
36 | 35 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 0 | 0.6648785471916199 | 0.3384704291820526 |
37 | 36 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 1 | 0.6581716537475586 | 0.3492490351200104 |
38 | 37 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 2 | 0.6624575853347778 | 0.33019933104515076 |
39 | 38 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 3 | 0.6736568808555603 | 0.33899056911468506 |
40 | 39 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 4 | 0.6721615195274353 | 0.3483811020851135 |
41 | 40 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 5 | 0.6793403029441833 | 0.3334270715713501 |
42 | 41 | Inpainter Augmentation | EndoCV2020 | DD-DeepLabV3+ | 6 | 0.6682518720626831 | 0.351407915353775 |
43 | 42 | Inpainter Augmentation | EndoCV2020 | DeepLab | 0 | 0.6561589241027832 | 0.34418195486068726 |
44 | 43 | Inpainter Augmentation | EndoCV2020 | DeepLab | 1 | 0.6689473390579224 | 0.32710209488868713 |
45 | 44 | Inpainter Augmentation | EndoCV2020 | DeepLab | 2 | 0.6682612895965576 | 0.32747799158096313 |
46 | 45 | Inpainter Augmentation | EndoCV2020 | DeepLab | 3 | 0.6687722206115723 | 0.3374752700328827 |
47 | 46 | Inpainter Augmentation | EndoCV2020 | DeepLab | 4 | 0.6786000728607178 | 0.3194056451320648 |
48 | 47 | Inpainter Augmentation | EndoCV2020 | DeepLab | 5 | 0.6690368056297302 | 0.3246789872646332 |
49 | 48 | Inpainter Augmentation | EndoCV2020 | DeepLab | 6 | 0.6787238121032715 | 0.33453142642974854 |
50 | 49 | Inpainter Augmentation | EndoCV2020 | FPN | 0 | 0.6527806520462036 | 0.35245275497436523 |
51 | 50 | Inpainter Augmentation | EndoCV2020 | FPN | 1 | 0.6461167931556702 | 0.3547429144382477 |
52 | 51 | Inpainter Augmentation | EndoCV2020 | FPN | 2 | 0.6730599403381348 | 0.3409397304058075 |
53 | 52 | Inpainter Augmentation | EndoCV2020 | FPN | 3 | 0.6902191042900085 | 0.3395603597164154 |
54 | 53 | Inpainter Augmentation | EndoCV2020 | FPN | 4 | 0.6630776524543762 | 0.3537002205848694 |
55 | 54 | Inpainter Augmentation | EndoCV2020 | FPN | 5 | 0.6831413507461548 | 0.3423202931880951 |
56 | 55 | Inpainter Augmentation | EndoCV2020 | FPN | 6 | 0.6189864277839661 | 0.36837178468704224 |
57 | 56 | Inpainter Augmentation | EndoCV2020 | TriUnet | 0 | 0.6749132871627808 | 0.3624221086502075 |
58 | 57 | Inpainter Augmentation | EndoCV2020 | TriUnet | 1 | 0.6679395437240601 | 0.3515801727771759 |
59 | 58 | Inpainter Augmentation | EndoCV2020 | TriUnet | 2 | 0.6723126173019409 | 0.34836545586586 |
60 | 59 | Inpainter Augmentation | EndoCV2020 | TriUnet | 3 | 0.6696780323982239 | 0.3513799011707306 |
61 | 60 | Inpainter Augmentation | EndoCV2020 | TriUnet | 4 | 0.6330805420875549 | 0.3803509473800659 |
62 | 61 | Inpainter Augmentation | EndoCV2020 | TriUnet | 5 | 0.6565557718276978 | 0.3571009933948517 |
63 | 62 | Inpainter Augmentation | EndoCV2020 | TriUnet | 6 | 0.6144168376922607 | 0.38772299885749817 |
64 | 63 | Inpainter Augmentation | EndoCV2020 | Unet | 0 | 0.6581308841705322 | 0.34409239888191223 |
65 | 64 | Inpainter Augmentation | EndoCV2020 | Unet | 1 | 0.6556590795516968 | 0.3496605455875397 |
66 | 65 | Inpainter Augmentation | EndoCV2020 | Unet | 2 | 0.6700751781463623 | 0.3520006537437439 |
67 | 66 | Inpainter Augmentation | EndoCV2020 | Unet | 3 | 0.6700576543807983 | 0.34952813386917114 |
68 | 67 | Inpainter Augmentation | EndoCV2020 | Unet | 4 | 0.6616226434707642 | 0.3584232032299042 |
69 | 68 | Inpainter Augmentation | EndoCV2020 | Unet | 5 | 0.6732209920883179 | 0.3344499170780182 |
70 | 69 | Inpainter Augmentation | EndoCV2020 | Unet | 6 | 0.6658079624176025 | 0.34446218609809875 |
71 | 70 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 0 | 0.4638344645500183 | 0.5827863812446594 |
72 | 71 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 1 | 0.4345690608024597 | 0.5779915452003479 |
73 | 72 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 2 | 0.3992142677307129 | 0.6044134497642517 |
74 | 73 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 3 | 0.4183335602283478 | 0.5615944266319275 |
75 | 74 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 4 | 0.4220954477787018 | 0.5875265002250671 |
76 | 75 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 5 | 0.4824763834476471 | 0.548176646232605 |
77 | 76 | Inpainter Augmentation | Etis-LaribDB | DD-DeepLabV3+ | 6 | 0.4267539381980896 | 0.581420361995697 |
78 | 77 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 0 | 0.4693318009376526 | 0.5567830204963684 |
79 | 78 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 1 | 0.4383699893951416 | 0.5676137804985046 |
80 | 79 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 2 | 0.46965572237968445 | 0.5534348487854004 |
81 | 80 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 3 | 0.40401050448417664 | 0.5726593732833862 |
82 | 81 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 4 | 0.4817555248737335 | 0.5661693811416626 |
83 | 82 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 5 | 0.45003342628479004 | 0.5674512386322021 |
84 | 83 | Inpainter Augmentation | Etis-LaribDB | DeepLab | 6 | 0.44118812680244446 | 0.5650111436843872 |
85 | 84 | Inpainter Augmentation | Etis-LaribDB | FPN | 0 | 0.44409167766571045 | 0.589671790599823 |
86 | 85 | Inpainter Augmentation | Etis-LaribDB | FPN | 1 | 0.4136866331100464 | 0.5964437127113342 |
87 | 86 | Inpainter Augmentation | Etis-LaribDB | FPN | 2 | 0.4432041645050049 | 0.573997974395752 |
88 | 87 | Inpainter Augmentation | Etis-LaribDB | FPN | 3 | 0.39091333746910095 | 0.6057440638542175 |
89 | 88 | Inpainter Augmentation | Etis-LaribDB | FPN | 4 | 0.4450843036174774 | 0.5608608722686768 |
90 | 89 | Inpainter Augmentation | Etis-LaribDB | FPN | 5 | 0.4297633767127991 | 0.5641674995422363 |
91 | 90 | Inpainter Augmentation | Etis-LaribDB | FPN | 6 | 0.3873600959777832 | 0.588326632976532 |
92 | 91 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 0 | 0.39610862731933594 | 0.6154326796531677 |
93 | 92 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 1 | 0.38870003819465637 | 0.6427731513977051 |
94 | 93 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 2 | 0.3878333568572998 | 0.6351540684700012 |
95 | 94 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 3 | 0.36815959215164185 | 0.5674049854278564 |
96 | 95 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 4 | 0.4074440002441406 | 0.6022368669509888 |
97 | 96 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 5 | 0.4353826344013214 | 0.6187041997909546 |
98 | 97 | Inpainter Augmentation | Etis-LaribDB | TriUnet | 6 | 0.2931608259677887 | 0.4820404350757599 |
99 | 98 | Inpainter Augmentation | Etis-LaribDB | Unet | 0 | 0.41200128197669983 | 0.6039388179779053 |
100 | 99 | Inpainter Augmentation | Etis-LaribDB | Unet | 1 | 0.38745471835136414 | 0.6034124493598938 |