Update README.md
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README.md
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@@ -4,4 +4,340 @@ metrics:
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- accuracy
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- f1
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---
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4 |
- accuracy
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- f1
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---
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+
Returns car brand given an image.
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See https://www.kaggle.com/code/dima806/car-model-image-detection-vit for more details.
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```
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Classification report:
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precision recall f1-score support
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Acura ILX 0.2554 0.6574 0.3679 108
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Acura MDX 0.7381 0.2870 0.4133 108
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Acura NSX 0.5238 0.3056 0.3860 108
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Acura RDX 1.0000 0.0833 0.1538 108
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Acura RLX 0.6415 0.3178 0.4250 107
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Acura TLX 0.7368 0.3889 0.5091 108
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Alfa Romeo 4C 0.5472 0.8056 0.6517 108
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Alfa Romeo 4C Spider 0.7552 1.0000 0.8606 108
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Alfa Romeo Giulia 0.7037 0.5278 0.6032 108
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Alfa Romeo Stelvio 0.5437 0.8056 0.6493 108
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Aston Martin DB11 0.7364 0.7500 0.7431 108
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Aston Martin DBS 0.3125 0.8333 0.4545 108
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Aston Martin Vanquish 0.6506 0.5047 0.5684 107
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Aston Martin Vantage 0.3143 0.2037 0.2472 108
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Audi A3 0.7059 0.1111 0.1920 108
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Audi A4 0.5949 0.4352 0.5027 108
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Audi A5 0.3960 0.3738 0.3846 107
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Audi A6 0.2304 0.4907 0.3136 108
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Audi A7 0.5714 0.0370 0.0696 108
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Audi A8 0.2092 0.7130 0.3235 108
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Audi Q3 0.8333 0.6481 0.7292 108
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Audi Q5 0.7213 0.4074 0.5207 108
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Audi Q7 0.4490 0.6111 0.5176 108
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Audi Q8 0.8590 0.6204 0.7204 108
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Audi R8 0.4545 0.1389 0.2128 108
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Audi TT 0.3846 0.6019 0.4693 108
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Audi e-tron 0.9419 0.7570 0.8394 107
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BMW 2-Series 0.3469 0.1574 0.2166 108
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BMW 3-Series 0.3191 0.1389 0.1935 108
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BMW 4-Series 0.6552 0.1759 0.2774 108
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BMW 5-Series 0.8571 0.0561 0.1053 107
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BMW 6-Series 0.6000 0.1389 0.2256 108
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BMW 7-Series 0.2538 0.3084 0.2785 107
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BMW 8-Series 0.8286 0.8056 0.8169 108
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BMW X1 0.8095 0.3148 0.4533 108
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BMW X2 0.9412 0.2963 0.4507 108
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BMW X3 0.7234 0.3148 0.4387 108
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BMW X4 0.7561 0.2897 0.4189 107
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BMW X5 0.8750 0.0648 0.1207 108
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BMW X6 1.0000 0.0280 0.0545 107
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BMW X7 0.5301 0.8981 0.6667 108
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BMW Z4 0.4071 0.4259 0.4163 108
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BMW i3 0.7582 0.6389 0.6935 108
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BMW i8 0.4573 0.8426 0.5928 108
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Bentley Bentayga 0.7195 0.5514 0.6243 107
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Bentley Continental GT 0.9000 0.1667 0.2812 108
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Bentley Flying Spur 0.3778 0.3178 0.3452 107
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Bentley Mulsanne 0.3411 0.6759 0.4534 108
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Buick Cascada 0.7692 0.8333 0.8000 108
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Buick Enclave 0.3279 0.7570 0.4576 107
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Buick Encore 0.2603 0.7037 0.3800 108
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Buick Envision 0.4511 0.7685 0.5685 108
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Buick Lacrosse 0.2441 0.2870 0.2638 108
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Buick Regal 0.3750 0.0278 0.0517 108
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Cadillac ATS 0.6250 0.0926 0.1613 108
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Cadillac CT4 0.7105 1.0000 0.8308 108
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Cadillac CT5 0.4252 1.0000 0.5967 108
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Cadillac CT6 0.8056 0.2685 0.4028 108
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Cadillac CTS 0.2952 0.2870 0.2911 108
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Cadillac Escalade 0.4487 0.3241 0.3763 108
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Cadillac XT4 0.5852 0.9537 0.7254 108
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Cadillac XT5 0.4062 0.8426 0.5482 108
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Cadillac XT6 0.4615 1.0000 0.6316 108
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Cadillac XTS 0.3587 0.6111 0.4521 108
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80 |
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Chevrolet Blazer 0.8372 0.6667 0.7423 108
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81 |
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Chevrolet Bolt EV 0.7107 0.7963 0.7511 108
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82 |
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Chevrolet Camaro 0.7234 0.3148 0.4387 108
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Chevrolet Colorado 1.0000 0.0556 0.1053 108
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84 |
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Chevrolet Corvette 0.4167 0.1852 0.2564 108
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Chevrolet Cruze 0.3000 0.0278 0.0508 108
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Chevrolet Equinox 1.0000 0.1481 0.2581 108
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87 |
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Chevrolet Impala 0.1642 0.7315 0.2683 108
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88 |
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Chevrolet Malibu 0.0000 0.0000 0.0000 107
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89 |
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Chevrolet Silverado 1500 0.4912 0.2593 0.3394 108
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Chevrolet Silverado 2500HD 0.4054 0.1389 0.2069 108
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91 |
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Chevrolet Sonic 0.4878 0.3704 0.4211 108
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92 |
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Chevrolet Spark 0.2178 0.9537 0.3546 108
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93 |
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Chevrolet Suburban 0.3077 0.3704 0.3361 108
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Chevrolet Tahoe 0.2727 0.4722 0.3458 108
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Chevrolet TrailBlazer 0.3345 0.8611 0.4819 108
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Chevrolet Traverse 0.5042 0.5556 0.5286 108
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Chevrolet Trax 0.7600 0.8796 0.8155 108
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Chevrolet Volt 0.9091 0.2778 0.4255 108
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Chrysler 300 0.6667 0.2778 0.3922 108
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Chrysler Pacifica 0.8750 0.4537 0.5976 108
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Dodge Challenger 0.7188 0.2130 0.3286 108
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Dodge Charger 1.0000 0.0093 0.0183 108
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Dodge Durango 0.4455 0.4167 0.4306 108
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104 |
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Dodge Grand Caravan 0.4488 0.8519 0.5879 108
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Dodge Journey 0.5566 0.5463 0.5514 108
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106 |
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FIAT 124 Spider 0.4292 0.8981 0.5808 108
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107 |
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FIAT 500 0.8750 0.0654 0.1217 107
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108 |
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FIAT 500L 0.5697 0.8704 0.6886 108
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FIAT 500X 0.5741 0.8611 0.6889 108
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FIAT 500e 0.4931 0.9907 0.6585 108
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111 |
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Ferrari 488 GTB 0.3165 0.8148 0.4560 108
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Ferrari GTC4Lusso 1.0000 1.0000 1.0000 108
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113 |
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Ferrari Portofino 0.9818 1.0000 0.9908 108
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114 |
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Ford Ecosport 0.5288 0.9439 0.6779 107
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Ford Edge 0.0000 0.0000 0.0000 108
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Ford Escape 1.0000 0.0278 0.0541 108
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Ford Expedition 0.3333 0.4815 0.3939 108
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Ford Explorer 0.6000 0.1944 0.2937 108
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Ford F-150 0.2857 0.0187 0.0351 107
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Ford Fiesta 0.2833 0.1574 0.2024 108
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Ford Flex 0.5588 0.5278 0.5429 108
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Ford Fusion 0.4318 0.1759 0.2500 108
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Ford Mustang 0.3333 0.0187 0.0354 107
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Ford Ranger 0.5455 0.6111 0.5764 108
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Ford Super Duty F-250 0.5000 0.0185 0.0357 108
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Ford Taurus 0.6667 0.2407 0.3537 108
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127 |
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Ford Transit Connect Wagon 0.7424 0.9074 0.8167 108
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128 |
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GMC Acadia 0.4568 0.6852 0.5481 108
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129 |
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GMC Canyon 0.3140 0.5047 0.3871 107
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GMC Sierra 1500 0.2517 0.3333 0.2869 108
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GMC Sierra 2500HD 0.1660 0.7500 0.2718 108
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GMC Terrain 0.9524 0.1852 0.3101 108
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133 |
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GMC Yukon 0.3053 0.5370 0.3893 108
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134 |
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Genesis G70 0.8261 0.8796 0.8520 108
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Genesis G80 0.3218 0.6075 0.4207 107
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136 |
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Genesis G90 0.5570 0.4112 0.4731 107
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137 |
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Honda Accord 0.2195 0.1667 0.1895 108
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138 |
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Honda CR-V 0.4615 0.3889 0.4221 108
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139 |
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Honda Civic 0.4000 0.0370 0.0678 108
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Honda Clarity 0.9375 0.5556 0.6977 108
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Honda Fit 0.2917 0.1944 0.2333 108
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Honda HR-V 0.9206 0.5370 0.6784 108
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143 |
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Honda Insight 0.9643 0.2500 0.3971 108
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144 |
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Honda Odyssey 0.3483 0.5741 0.4336 108
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145 |
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Honda Passport 0.3694 0.9167 0.5266 108
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146 |
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Honda Pilot 0.9231 0.1121 0.2000 107
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147 |
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Honda Ridgeline 0.3049 0.2315 0.2632 108
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148 |
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Hyundai Accent 0.1724 0.6019 0.2680 108
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149 |
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Hyundai Elantra 0.5000 0.0185 0.0357 108
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150 |
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Hyundai Ioniq 0.6102 0.3364 0.4337 107
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151 |
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Hyundai Kona 0.6433 0.9352 0.7623 108
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152 |
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Hyundai Kona Electric 0.7059 1.0000 0.8276 108
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153 |
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Hyundai NEXO 0.9643 1.0000 0.9818 108
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154 |
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Hyundai Palisade 0.7222 0.8505 0.7811 107
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155 |
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Hyundai Santa Fe 0.7000 0.1308 0.2205 107
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156 |
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Hyundai Sonata 0.5000 0.1204 0.1940 108
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157 |
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Hyundai Tucson 0.5000 0.0185 0.0357 108
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158 |
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Hyundai Veloster 0.4779 0.6019 0.5328 108
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159 |
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Hyundai Venue 0.6993 1.0000 0.8231 107
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160 |
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INFINITI Q50 0.7059 0.1111 0.1920 108
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161 |
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INFINITI Q60 0.4110 0.6204 0.4945 108
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162 |
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INFINITI Q70 0.1311 0.8704 0.2279 108
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163 |
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INFINITI QX30 0.6380 0.9720 0.7704 107
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164 |
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INFINITI QX50 0.8919 0.3056 0.4552 108
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165 |
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INFINITI QX60 0.9259 0.2315 0.3704 108
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166 |
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INFINITI QX80 0.8434 0.6542 0.7368 107
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167 |
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Jaguar E-Pace 0.9070 0.7290 0.8083 107
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168 |
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Jaguar F-Pace 0.9630 0.2407 0.3852 108
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169 |
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Jaguar F-Type 1.0000 0.0926 0.1695 108
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170 |
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Jaguar I-Pace 1.0000 0.1667 0.2857 108
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171 |
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Jaguar XE 0.8889 0.2243 0.3582 107
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172 |
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Jaguar XF 0.5000 0.0185 0.0357 108
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173 |
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Jaguar XJ 0.6250 0.1389 0.2273 108
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174 |
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Jeep Cherokee 0.3416 0.5093 0.4089 108
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175 |
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Jeep Compass 0.5618 0.4630 0.5076 108
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176 |
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Jeep Gladiator 0.6011 1.0000 0.7509 107
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177 |
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Jeep Grand Cherokee 0.6061 0.1852 0.2837 108
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178 |
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Jeep Renegade 0.6769 0.8148 0.7395 108
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179 |
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Jeep Wrangler 0.6410 0.9259 0.7576 108
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180 |
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Kia Cadenza 0.2742 0.6296 0.3820 108
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181 |
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Kia Forte 0.1378 0.3611 0.1995 108
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182 |
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Kia K900 0.5806 0.6729 0.6234 107
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183 |
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Kia Niro 0.5472 0.2685 0.3602 108
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184 |
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Kia Optima 0.4318 0.1759 0.2500 108
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185 |
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Kia Rio 0.2787 0.4722 0.3505 108
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186 |
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Kia Sedona 0.5372 0.6019 0.5677 108
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187 |
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Kia Sorento 1.0000 0.0370 0.0714 108
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188 |
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Kia Soul 0.9167 0.1019 0.1833 108
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189 |
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Kia Soul EV 0.5047 0.9907 0.6688 108
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190 |
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Kia Sportage 0.2928 0.6019 0.3939 108
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191 |
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Kia Stinger 0.9844 0.5833 0.7326 108
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192 |
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Kia Telluride 0.4965 0.6636 0.5680 107
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193 |
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Lamborghini Aventador 0.5915 0.8981 0.7132 108
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194 |
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Lamborghini Huracan 0.3854 0.7315 0.5048 108
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195 |
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Lamborghini Urus 0.3905 1.0000 0.5617 107
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196 |
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Land Rover Defender 0.3313 1.0000 0.4977 108
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197 |
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Land Rover Discovery 0.9000 0.1667 0.2812 108
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198 |
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Land Rover Discovery Sport 0.6875 0.5093 0.5851 108
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199 |
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Land Rover Range Rover 0.3939 0.1204 0.1844 108
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200 |
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Land Rover Range Rover Evoque 1.0000 0.0654 0.1228 107
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201 |
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Land Rover Range Rover Sport 0.6667 0.0187 0.0364 107
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202 |
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Land Rover Range Rover Velar 0.9444 0.3148 0.4722 108
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203 |
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Lexus ES 0.1842 0.0648 0.0959 108
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204 |
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Lexus GS 0.4737 0.2500 0.3273 108
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205 |
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Lexus GX 0.6638 0.7130 0.6875 108
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206 |
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Lexus IS 0.4524 0.3519 0.3958 108
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207 |
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Lexus LC 0.6260 0.7196 0.6696 107
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208 |
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Lexus LS 0.4040 0.5648 0.4710 108
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209 |
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Lexus LX 0.5455 0.0556 0.1008 108
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210 |
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Lexus NX 0.4485 0.6916 0.5441 107
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211 |
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Lexus RC 0.6316 0.1121 0.1905 107
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212 |
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Lexus RX 0.6575 0.4444 0.5304 108
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213 |
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Lexus UX 1.0000 0.4486 0.6194 107
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214 |
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Lincoln Aviator 0.5625 0.4167 0.4787 108
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215 |
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Lincoln Continental 0.7500 0.4722 0.5795 108
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216 |
+
Lincoln Corsair 0.4434 0.8704 0.5875 108
|
217 |
+
Lincoln MKC 0.2724 0.7593 0.4010 108
|
218 |
+
Lincoln MKT 0.8627 0.4074 0.5535 108
|
219 |
+
Lincoln MKZ 0.6667 0.3889 0.4912 108
|
220 |
+
Lincoln Nautilus 0.4778 0.7963 0.5972 108
|
221 |
+
Lincoln Navigator 0.3333 0.2685 0.2974 108
|
222 |
+
MINI Clubman 0.6581 0.7130 0.6844 108
|
223 |
+
MINI Cooper 0.5276 0.6204 0.5702 108
|
224 |
+
MINI Cooper Countryman 0.7927 0.6019 0.6842 108
|
225 |
+
Maserati Ghibli 0.2927 0.7778 0.4253 108
|
226 |
+
Maserati GranTurismo 0.6038 0.2963 0.3975 108
|
227 |
+
Maserati Levante 0.9744 0.7037 0.8172 108
|
228 |
+
Maserati Quattroporte 0.4895 0.6481 0.5578 108
|
229 |
+
Mazda CX-3 0.4817 0.8519 0.6154 108
|
230 |
+
Mazda CX-30 0.6689 0.9352 0.7799 108
|
231 |
+
Mazda CX-5 0.0000 0.0000 0.0000 108
|
232 |
+
Mazda CX-9 0.5802 0.4352 0.4974 108
|
233 |
+
Mazda MAZDA3 0.0769 0.0093 0.0165 108
|
234 |
+
Mazda MAZDA6 0.3420 0.6168 0.4400 107
|
235 |
+
Mazda MX-5 Miata 0.6364 0.1963 0.3000 107
|
236 |
+
Mazda Mazda3 Hatchback 0.9818 1.0000 0.9908 108
|
237 |
+
McLaren 570GT 0.9818 1.0000 0.9908 108
|
238 |
+
McLaren 570S 0.6708 1.0000 0.8030 108
|
239 |
+
McLaren 720S 0.4975 0.9352 0.6495 108
|
240 |
+
Mercedes-Benz A Class 0.7626 0.9907 0.8618 107
|
241 |
+
Mercedes-Benz AMG GT 0.5581 0.2222 0.3179 108
|
242 |
+
Mercedes-Benz C Class 0.1667 0.0093 0.0175 108
|
243 |
+
Mercedes-Benz CLA Class 1.0000 0.0185 0.0364 108
|
244 |
+
Mercedes-Benz CLS Class 0.3333 0.0185 0.0351 108
|
245 |
+
Mercedes-Benz E Class 0.3478 0.0741 0.1221 108
|
246 |
+
Mercedes-Benz EQC 0.6968 1.0000 0.8213 108
|
247 |
+
Mercedes-Benz G Class 0.5909 0.3611 0.4483 108
|
248 |
+
Mercedes-Benz GLA Class 0.5660 0.5556 0.5607 108
|
249 |
+
Mercedes-Benz GLB Class 0.2889 0.9630 0.4444 108
|
250 |
+
Mercedes-Benz GLC Class 0.5556 0.0467 0.0862 107
|
251 |
+
Mercedes-Benz GLE Class 0.4286 0.2222 0.2927 108
|
252 |
+
Mercedes-Benz GLS Class 0.5345 0.5794 0.5561 107
|
253 |
+
Mercedes-Benz Metris 0.7480 0.8796 0.8085 108
|
254 |
+
Mercedes-Benz S Class 0.4167 0.0463 0.0833 108
|
255 |
+
Mercedes-Benz SL Class 0.4143 0.5370 0.4677 108
|
256 |
+
Mercedes-Benz SLC Class 0.7432 0.5093 0.6044 108
|
257 |
+
Mitsubishi Eclipse Cross 0.5144 0.9907 0.6772 108
|
258 |
+
Mitsubishi Mirage 0.2750 0.4074 0.3284 108
|
259 |
+
Mitsubishi Outlander 0.4091 0.1667 0.2368 108
|
260 |
+
Mitsubishi Outlander Sport 0.3446 0.4722 0.3984 108
|
261 |
+
Nissan 370Z 0.8393 0.4352 0.5732 108
|
262 |
+
Nissan Altima 0.3594 0.4259 0.3898 108
|
263 |
+
Nissan Armada 0.5600 0.5234 0.5411 107
|
264 |
+
Nissan Frontier 0.4690 0.4907 0.4796 108
|
265 |
+
Nissan GT-R 0.4615 0.1111 0.1791 108
|
266 |
+
Nissan Kicks 0.5282 0.9626 0.6821 107
|
267 |
+
Nissan Leaf 0.6471 0.2056 0.3121 107
|
268 |
+
Nissan Maxima 0.5630 0.7037 0.6255 108
|
269 |
+
Nissan Murano 0.8824 0.2778 0.4225 108
|
270 |
+
Nissan NV200 0.6646 0.9907 0.7955 108
|
271 |
+
Nissan Pathfinder 0.6316 0.2222 0.3288 108
|
272 |
+
Nissan Rogue 0.5556 0.3704 0.4444 108
|
273 |
+
Nissan Rogue Sport 0.9048 0.3519 0.5067 108
|
274 |
+
Nissan Sentra 0.3000 0.0278 0.0508 108
|
275 |
+
Nissan Titan 0.4167 0.0463 0.0833 108
|
276 |
+
Nissan Versa 0.2540 0.2963 0.2735 108
|
277 |
+
Porsche 718 0.2004 0.8333 0.3232 108
|
278 |
+
Porsche 718 Spyder 0.9643 1.0000 0.9818 108
|
279 |
+
Porsche 911 0.5833 0.1944 0.2917 108
|
280 |
+
Porsche Cayenne 0.8158 0.2870 0.4247 108
|
281 |
+
Porsche Macan 1.0000 0.3611 0.5306 108
|
282 |
+
Porsche Panamera 0.5556 0.0463 0.0855 108
|
283 |
+
Porsche Taycan 0.4054 0.8333 0.5455 108
|
284 |
+
Ram 1500 0.2057 0.6019 0.3066 108
|
285 |
+
Ram 2500 0.4299 0.4259 0.4279 108
|
286 |
+
Rolls-Royce Cullinan 0.7606 1.0000 0.8640 108
|
287 |
+
Rolls-Royce Dawn 0.5941 0.9439 0.7292 107
|
288 |
+
Rolls-Royce Ghost 0.3911 0.8224 0.5301 107
|
289 |
+
Rolls-Royce Phantom 0.4802 0.8981 0.6258 108
|
290 |
+
Rolls-Royce Wraith 0.9143 0.8889 0.9014 108
|
291 |
+
Subaru Ascent 0.5620 0.6296 0.5939 108
|
292 |
+
Subaru BRZ 0.7761 0.4860 0.5977 107
|
293 |
+
Subaru Crosstrek 0.7353 0.2336 0.3546 107
|
294 |
+
Subaru Forester 0.5070 0.3333 0.4022 108
|
295 |
+
Subaru Impreza 0.0000 0.0000 0.0000 108
|
296 |
+
Subaru Legacy 0.7000 0.0654 0.1197 107
|
297 |
+
Subaru Outback 0.4215 0.4722 0.4454 108
|
298 |
+
Subaru STI S209 1.0000 1.0000 1.0000 108
|
299 |
+
Subaru WRX 0.3869 0.4907 0.4327 108
|
300 |
+
Tesla Model 3 0.7476 0.7130 0.7299 108
|
301 |
+
Tesla Model S 0.8947 0.1574 0.2677 108
|
302 |
+
Tesla Model X 0.7440 0.8611 0.7983 108
|
303 |
+
Tesla Model Y 0.9076 1.0000 0.9515 108
|
304 |
+
Toyota 4Runner 0.4179 0.5185 0.4628 108
|
305 |
+
Toyota 86 0.6034 1.0000 0.7526 108
|
306 |
+
Toyota Avalon 0.6143 0.3981 0.4831 108
|
307 |
+
Toyota C-HR 0.7117 0.7383 0.7248 107
|
308 |
+
Toyota Camry 0.1892 0.3271 0.2397 107
|
309 |
+
Toyota Corolla 0.5714 0.0370 0.0696 108
|
310 |
+
Toyota Highlander 0.3590 0.1308 0.1918 107
|
311 |
+
Toyota Land Cruiser 0.3063 0.4579 0.3670 107
|
312 |
+
Toyota Mirai 0.5763 0.9444 0.7158 108
|
313 |
+
Toyota Prius 0.6786 0.1759 0.2794 108
|
314 |
+
Toyota Prius C 0.2797 0.8131 0.4163 107
|
315 |
+
Toyota RAV4 0.7333 0.1019 0.1789 108
|
316 |
+
Toyota Sequoia 0.4196 0.4352 0.4273 108
|
317 |
+
Toyota Sienna 0.4800 0.6729 0.5603 107
|
318 |
+
Toyota Supra 0.2818 0.8611 0.4247 108
|
319 |
+
Toyota Tacoma 0.5667 0.1574 0.2464 108
|
320 |
+
Toyota Tundra 0.1111 0.0280 0.0448 107
|
321 |
+
Toyota Yaris 0.1059 0.0841 0.0938 107
|
322 |
+
Toyota Yaris Hatchback 0.9727 1.0000 0.9862 107
|
323 |
+
Volkswagen Arteon 0.5775 1.0000 0.7322 108
|
324 |
+
Volkswagen Atlas 0.6977 0.2778 0.3974 108
|
325 |
+
Volkswagen Beetle 0.5963 0.6075 0.6019 107
|
326 |
+
Volkswagen Golf 0.4138 0.1111 0.1752 108
|
327 |
+
Volkswagen Jetta 0.1786 0.0467 0.0741 107
|
328 |
+
Volkswagen Passat 1.0000 0.0093 0.0183 108
|
329 |
+
Volkswagen Tiguan 1.0000 0.1215 0.2167 107
|
330 |
+
Volkswagen e-Golf 0.4737 0.9167 0.6246 108
|
331 |
+
Volvo S60 0.0000 0.0000 0.0000 108
|
332 |
+
Volvo S90 0.7586 0.2037 0.3212 108
|
333 |
+
Volvo V60 1.0000 0.1111 0.2000 108
|
334 |
+
Volvo V90 0.5486 0.8889 0.6784 108
|
335 |
+
Volvo XC40 0.8734 0.6389 0.7380 108
|
336 |
+
Volvo XC60 0.3750 0.1402 0.2041 107
|
337 |
+
Volvo XC90 0.6818 0.2778 0.3947 108
|
338 |
+
smart fortwo 0.5682 0.2315 0.3289 108
|
339 |
+
|
340 |
+
accuracy 0.4764 34820
|
341 |
+
macro avg 0.5693 0.4764 0.4383 34820
|
342 |
+
weighted avg 0.5693 0.4764 0.4383 34820
|
343 |
+
```
|