InternImage icon indicating copy to clipboard operation
InternImage copied to clipboard

Ade20k result problem: We use InternImage-S to train and predict ade20k, and the result miou is 28 but the result in readme is 48

Open niuyixing opened this issue 2 years ago • 0 comments

image image +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 68.17 | 81.09 | | building | 76.2 | 88.6 | | sky | 92.72 | 95.89 | | floor | 75.67 | 84.61 | | tree | 69.72 | 85.03 | | ceiling | 75.73 | 82.97 | | road | 74.08 | 79.94 | | bed | 80.6 | 95.31 | | windowpane | 50.9 | 65.88 | | grass | 63.86 | 80.54 | | cabinet | 50.07 | 73.71 | | sidewalk | 53.21 | 79.35 | | person | 71.67 | 83.81 | | earth | 31.37 | 38.84 | | door | 29.2 | 43.3 | | table | 42.27 | 67.29 | | mountain | 51.4 | 74.5 | | plant | 45.62 | 64.67 | | curtain | 66.01 | 80.08 | | chair | 39.11 | 50.19 | | car | 77.65 | 90.14 | | water | 28.44 | 31.64 | | painting | 54.47 | 83.69 | | sofa | 51.91 | 78.58 | | shelf | 25.69 | 53.17 | | house | 40.86 | 78.6 | | sea | 45.45 | 88.84 | | mirror | 36.71 | 62.96 | | rug | 45.82 | 56.43 | | field | 24.99 | 48.38 | | armchair | 15.87 | 22.02 | | seat | 46.56 | 59.71 | | fence | 30.47 | 38.49 | | desk | 28.18 | 43.33 | | rock | 39.61 | 77.64 | | wardrobe | 46.22 | 74.19 | | lamp | 49.28 | 66.27 | | bathtub | 59.64 | 76.03 | | railing | 28.37 | 40.8 | | cushion | 35.47 | 41.51 | | base | 0.51 | 0.52 | | box | 11.22 | 19.18 | | column | 41.67 | 49.88 | | signboard | 30.76 | 38.53 | | chest of drawers | 38.91 | 58.9 | | counter | 14.39 | 18.0 | | sand | 32.29 | 35.41 | | sink | 57.48 | 72.66 | | skyscraper | 47.11 | 93.58 | | fireplace | 49.75 | 74.14 | | refrigerator | 45.67 | 65.16 | | grandstand | 28.93 | 68.66 | | path | 10.59 | 12.44 | | stairs | 13.65 | 16.65 | | runway | 59.33 | 94.21 | | case | 28.17 | 73.91 | | pool table | 74.28 | 98.14 | | pillow | 44.53 | 70.64 | | screen door | 34.4 | 83.89 | | stairway | 20.47 | 37.59 | | river | 9.55 | 37.3 | | bridge | 44.12 | 55.35 | | bookcase | 23.42 | 52.01 | | blind | 6.13 | 6.17 | | coffee table | 38.15 | 84.78 | | toilet | 68.77 | 90.07 | | flower | 12.81 | 14.21 | | book | 40.66 | 61.26 | | hill | 0.89 | 0.98 | | bench | 27.36 | 36.48 | | countertop | 37.64 | 51.98 | | stove | 51.15 | 65.1 | | palm | 38.65 | 56.53 | | kitchen island | 13.75 | 19.52 | | computer | 46.93 | 73.57 | | swivel chair | 26.65 | 51.65 | | boat | 32.84 | 79.49 | | bar | 0.0 | 0.0 | | arcade machine | 28.06 | 49.14 | | hovel | 2.86 | 3.01 | | bus | 62.83 | 89.48 | | towel | 37.3 | 42.1 | | light | 27.42 | 31.19 | | truck | 12.5 | 15.26 | | tower | 10.25 | 10.25 | | chandelier | 43.79 | 67.31 | | awning | 1.76 | 1.85 | | streetlight | 10.47 | 13.49 | | booth | 0.0 | 0.0 | | television receiver | 46.86 | 76.78 | | airplane | 39.84 | 62.78 | | dirt track | 0.0 | 0.0 | | apparel | 12.7 | 15.0 | | pole | 11.96 | 13.87 | | land | 0.0 | 0.0 | | bannister | 0.0 | 0.0 | | escalator | 0.0 | 0.0 | | ottoman | 17.84 | 20.82 | | bottle | 0.86 | 0.86 | | buffet | 0.0 | 0.0 | | poster | 0.13 | 0.13 | | stage | 0.35 | 0.4 | | van | 3.38 | 3.8 | | ship | 0.0 | 0.0 | | fountain | 1.51 | 1.51 | | conveyer belt | 45.68 | 60.82 | | canopy | 0.04 | 0.04 | | washer | 57.24 | 60.67 | | plaything | 7.91 | 8.75 | | swimming pool | 14.08 | 58.38 | | stool | 0.07 | 0.07 | | barrel | 16.94 | 54.17 | | basket | 4.12 | 4.22 | | waterfall | 37.92 | 52.03 | | tent | 77.4 | 99.63 | | bag | 0.0 | 0.0 | | minibike | 44.66 | 52.16 | | cradle | 54.11 | 93.75 | | oven | 16.21 | 18.78 | | ball | 33.46 | 64.24 | | food | 3.36 | 3.42 | | step | 0.0 | 0.0 | | tank | 0.0 | 0.0 | | trade name | 9.92 | 10.61 | | microwave | 30.39 | 32.95 | | pot | 29.14 | 32.98 | | animal | 40.38 | 42.54 | | bicycle | 36.14 | 78.79 | | lake | 0.0 | 0.0 | | dishwasher | 7.5 | 7.57 | | screen | 46.61 | 87.53 | | blanket | 0.0 | 0.0 | | sculpture | 8.72 | 8.78 | | hood | 5.33 | 5.46 | | sconce | 0.15 | 0.16 | | vase | 19.45 | 34.16 | | traffic light | 1.67 | 1.78 | | tray | 0.0 | 0.0 | | ashcan | 21.74 | 24.05 | | fan | 5.0 | 5.12 | | pier | 0.0 | 0.0 | | crt screen | 0.0 | 0.0 | | plate | 26.32 | 40.46 | | monitor | 0.0 | 0.0 | | bulletin board | 0.0 | 0.0 | | shower | 0.0 | 0.0 | | radiator | 0.8 | 0.8 | | glass | 0.0 | 0.0 | | clock | 1.5 | 1.5 | | flag | 14.04 | 14.25 | +---------------------+-------+-------+ Summary:

+-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 75.65 | 28.76 | 41.38 | +-------+-------+-------+

niuyixing avatar Sep 23 '23 12:09 niuyixing