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car_brands_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Inference Endpoints
Model card Files Community
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@@ -13,331 +13,331 @@ 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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- Chevrolet Blazer 0.8372 0.6667 0.7423 108
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- Chevrolet Bolt EV 0.7107 0.7963 0.7511 108
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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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- 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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- Chevrolet Impala 0.1642 0.7315 0.2683 108
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- Chevrolet Malibu 0.0000 0.0000 0.0000 107
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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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- Chevrolet Sonic 0.4878 0.3704 0.4211 108
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- Chevrolet Spark 0.2178 0.9537 0.3546 108
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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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- 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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- FIAT 124 Spider 0.4292 0.8981 0.5808 108
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- FIAT 500 0.8750 0.0654 0.1217 107
108
- 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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- 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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- Ferrari Portofino 0.9818 1.0000 0.9908 108
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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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- Ford Transit Connect Wagon 0.7424 0.9074 0.8167 108
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- GMC Acadia 0.4568 0.6852 0.5481 108
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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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- GMC Yukon 0.3053 0.5370 0.3893 108
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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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- Genesis G90 0.5570 0.4112 0.4731 107
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- Honda Accord 0.2195 0.1667 0.1895 108
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- Honda CR-V 0.4615 0.3889 0.4221 108
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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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- Honda Insight 0.9643 0.2500 0.3971 108
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- Honda Odyssey 0.3483 0.5741 0.4336 108
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- Honda Passport 0.3694 0.9167 0.5266 108
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- Honda Pilot 0.9231 0.1121 0.2000 107
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- Honda Ridgeline 0.3049 0.2315 0.2632 108
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- Hyundai Accent 0.1724 0.6019 0.2680 108
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- Hyundai Elantra 0.5000 0.0185 0.0357 108
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- Hyundai Ioniq 0.6102 0.3364 0.4337 107
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- Hyundai Kona 0.6433 0.9352 0.7623 108
152
- Hyundai Kona Electric 0.7059 1.0000 0.8276 108
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- Hyundai NEXO 0.9643 1.0000 0.9818 108
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- Hyundai Palisade 0.7222 0.8505 0.7811 107
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- Hyundai Santa Fe 0.7000 0.1308 0.2205 107
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- Hyundai Sonata 0.5000 0.1204 0.1940 108
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- Hyundai Tucson 0.5000 0.0185 0.0357 108
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- Hyundai Veloster 0.4779 0.6019 0.5328 108
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- Hyundai Venue 0.6993 1.0000 0.8231 107
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- INFINITI Q50 0.7059 0.1111 0.1920 108
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- INFINITI Q60 0.4110 0.6204 0.4945 108
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- INFINITI Q70 0.1311 0.8704 0.2279 108
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- INFINITI QX30 0.6380 0.9720 0.7704 107
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- INFINITI QX50 0.8919 0.3056 0.4552 108
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- INFINITI QX60 0.9259 0.2315 0.3704 108
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- INFINITI QX80 0.8434 0.6542 0.7368 107
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- Jaguar E-Pace 0.9070 0.7290 0.8083 107
168
- Jaguar F-Pace 0.9630 0.2407 0.3852 108
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- Jaguar F-Type 1.0000 0.0926 0.1695 108
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- Jaguar I-Pace 1.0000 0.1667 0.2857 108
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- Jaguar XE 0.8889 0.2243 0.3582 107
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- Jaguar XF 0.5000 0.0185 0.0357 108
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- Jaguar XJ 0.6250 0.1389 0.2273 108
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- Jeep Cherokee 0.3416 0.5093 0.4089 108
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- Jeep Compass 0.5618 0.4630 0.5076 108
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- Jeep Gladiator 0.6011 1.0000 0.7509 107
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- Jeep Grand Cherokee 0.6061 0.1852 0.2837 108
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- Jeep Renegade 0.6769 0.8148 0.7395 108
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- Jeep Wrangler 0.6410 0.9259 0.7576 108
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- Kia Cadenza 0.2742 0.6296 0.3820 108
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- Kia Forte 0.1378 0.3611 0.1995 108
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- Kia K900 0.5806 0.6729 0.6234 107
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- Kia Niro 0.5472 0.2685 0.3602 108
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- Kia Optima 0.4318 0.1759 0.2500 108
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- Kia Rio 0.2787 0.4722 0.3505 108
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- Kia Sedona 0.5372 0.6019 0.5677 108
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- Kia Sorento 1.0000 0.0370 0.0714 108
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- Kia Soul 0.9167 0.1019 0.1833 108
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- Kia Soul EV 0.5047 0.9907 0.6688 108
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- Kia Sportage 0.2928 0.6019 0.3939 108
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- Kia Stinger 0.9844 0.5833 0.7326 108
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- Kia Telluride 0.4965 0.6636 0.5680 107
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- Lamborghini Aventador 0.5915 0.8981 0.7132 108
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- Lamborghini Huracan 0.3854 0.7315 0.5048 108
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- Lamborghini Urus 0.3905 1.0000 0.5617 107
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- Land Rover Defender 0.3313 1.0000 0.4977 108
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- Land Rover Discovery 0.9000 0.1667 0.2812 108
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- Land Rover Discovery Sport 0.6875 0.5093 0.5851 108
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- Land Rover Range Rover 0.3939 0.1204 0.1844 108
200
- Land Rover Range Rover Evoque 1.0000 0.0654 0.1228 107
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- Land Rover Range Rover Sport 0.6667 0.0187 0.0364 107
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- Land Rover Range Rover Velar 0.9444 0.3148 0.4722 108
203
- Lexus ES 0.1842 0.0648 0.0959 108
204
- Lexus GS 0.4737 0.2500 0.3273 108
205
- Lexus GX 0.6638 0.7130 0.6875 108
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- Lexus IS 0.4524 0.3519 0.3958 108
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- Lexus LC 0.6260 0.7196 0.6696 107
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- Lexus LS 0.4040 0.5648 0.4710 108
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- Lexus LX 0.5455 0.0556 0.1008 108
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- Lexus NX 0.4485 0.6916 0.5441 107
211
- Lexus RC 0.6316 0.1121 0.1905 107
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- Lexus RX 0.6575 0.4444 0.5304 108
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- Lexus UX 1.0000 0.4486 0.6194 107
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- Lincoln Aviator 0.5625 0.4167 0.4787 108
215
- Lincoln Continental 0.7500 0.4722 0.5795 108
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- Lincoln Corsair 0.4434 0.8704 0.5875 108
217
- Lincoln MKC 0.2724 0.7593 0.4010 108
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- Lincoln MKT 0.8627 0.4074 0.5535 108
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- 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
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- 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
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- 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
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- Mercedes-Benz Metris 0.7480 0.8796 0.8085 108
254
- Mercedes-Benz S Class 0.4167 0.0463 0.0833 108
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- Mercedes-Benz SL Class 0.4143 0.5370 0.4677 108
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- Mercedes-Benz SLC Class 0.7432 0.5093 0.6044 108
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- 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
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- Nissan 370Z 0.8393 0.4352 0.5732 108
262
- Nissan Altima 0.3594 0.4259 0.3898 108
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- Nissan Armada 0.5600 0.5234 0.5411 107
264
- Nissan Frontier 0.4690 0.4907 0.4796 108
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- 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
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- 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
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- 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
  ```
 
13
 
14
  precision recall f1-score support
15
 
16
+ Acura ILX 0.2738 0.7315 0.3985 216
17
+ Acura MDX 0.7195 0.2731 0.3960 216
18
+ Acura NSX 0.5746 0.3565 0.4400 216
19
+ Acura RDX 1.0000 0.1065 0.1925 216
20
+ Acura RLX 0.7130 0.3581 0.4768 215
21
+ Acura TLX 0.7206 0.4537 0.5568 216
22
+ Alfa Romeo 4C 0.5799 0.8565 0.6916 216
23
+ Alfa Romeo 4C Spider 0.7934 1.0000 0.8848 215
24
+ Alfa Romeo Giulia 0.5343 0.5046 0.5190 216
25
+ Alfa Romeo Stelvio 0.5413 0.8796 0.6702 216
26
+ Aston Martin DB11 0.7281 0.7721 0.7494 215
27
+ Aston Martin DBS 0.2972 0.8930 0.4460 215
28
+ Aston Martin Vanquish 0.6582 0.4815 0.5561 216
29
+ Aston Martin Vantage 0.4173 0.2685 0.3268 216
30
+ Audi A3 0.6441 0.1759 0.2764 216
31
+ Audi A4 0.5145 0.4120 0.4576 216
32
+ Audi A5 0.4337 0.3935 0.4126 216
33
+ Audi A6 0.1911 0.3981 0.2583 216
34
+ Audi A7 0.6364 0.0648 0.1176 216
35
+ Audi A8 0.1978 0.6574 0.3041 216
36
+ Audi Q3 0.8247 0.7407 0.7805 216
37
+ Audi Q5 0.7925 0.3889 0.5217 216
38
+ Audi Q7 0.4269 0.6620 0.5191 216
39
+ Audi Q8 0.8523 0.5880 0.6959 216
40
+ Audi R8 0.5667 0.1574 0.2464 216
41
+ Audi TT 0.3856 0.6713 0.4899 216
42
+ Audi e-tron 0.9762 0.7593 0.8542 216
43
+ BMW 2-Series 0.4318 0.1759 0.2500 216
44
+ BMW 3-Series 0.4157 0.1721 0.2434 215
45
+ BMW 4-Series 0.6269 0.1944 0.2968 216
46
+ BMW 5-Series 0.5556 0.0463 0.0855 216
47
+ BMW 6-Series 0.6000 0.0972 0.1673 216
48
+ BMW 7-Series 0.3278 0.3657 0.3457 216
49
+ BMW 8-Series 0.8316 0.7349 0.7802 215
50
+ BMW X1 0.8148 0.3070 0.4459 215
51
+ BMW X2 0.9540 0.3860 0.5497 215
52
+ BMW X3 0.6630 0.2824 0.3961 216
53
+ BMW X4 0.7500 0.2778 0.4054 216
54
+ BMW X5 1.0000 0.0465 0.0889 215
55
+ BMW X6 0.9474 0.0837 0.1538 215
56
+ BMW X7 0.5821 0.9028 0.7078 216
57
+ BMW Z4 0.4167 0.3935 0.4048 216
58
+ BMW i3 0.7268 0.6528 0.6878 216
59
+ BMW i8 0.4472 0.7488 0.5600 215
60
+ Bentley Bentayga 0.7263 0.6389 0.6798 216
61
+ Bentley Continental GT 0.8788 0.1343 0.2329 216
62
+ Bentley Flying Spur 0.4655 0.3750 0.4154 216
63
+ Bentley Mulsanne 0.3257 0.6605 0.4363 215
64
+ Buick Cascada 0.7109 0.8426 0.7712 216
65
+ Buick Enclave 0.3433 0.7488 0.4708 215
66
+ Buick Encore 0.3108 0.8102 0.4493 216
67
+ Buick Envision 0.5120 0.7907 0.6216 215
68
+ Buick Lacrosse 0.2713 0.3256 0.2960 215
69
+ Buick Regal 0.8750 0.0326 0.0628 215
70
+ Cadillac ATS 0.9211 0.1620 0.2756 216
71
+ Cadillac CT4 0.6677 1.0000 0.8007 215
72
+ Cadillac CT5 0.4536 1.0000 0.6241 215
73
+ Cadillac CT6 0.7209 0.2870 0.4106 216
74
+ Cadillac CTS 0.3367 0.3116 0.3237 215
75
+ Cadillac Escalade 0.5529 0.4372 0.4883 215
76
+ Cadillac XT4 0.6059 0.9537 0.7410 216
77
+ Cadillac XT5 0.3991 0.7870 0.5296 216
78
+ Cadillac XT6 0.4821 1.0000 0.6506 216
79
+ Cadillac XTS 0.3395 0.6806 0.4530 216
80
+ Chevrolet Blazer 0.8313 0.6389 0.7225 216
81
+ Chevrolet Bolt EV 0.7613 0.7824 0.7717 216
82
+ Chevrolet Camaro 0.5294 0.2083 0.2990 216
83
+ Chevrolet Colorado 1.0000 0.0372 0.0717 215
84
+ Chevrolet Corvette 0.4961 0.2963 0.3710 216
85
+ Chevrolet Cruze 0.3043 0.0324 0.0586 216
86
+ Chevrolet Equinox 0.9474 0.0833 0.1532 216
87
+ Chevrolet Impala 0.1809 0.7870 0.2941 216
88
+ Chevrolet Malibu 0.0000 0.0000 0.0000 216
89
+ Chevrolet Silverado 1500 0.3789 0.1674 0.2323 215
90
+ Chevrolet Silverado 2500HD 0.4362 0.1898 0.2645 216
91
+ Chevrolet Sonic 0.5350 0.4954 0.5144 216
92
+ Chevrolet Spark 0.2318 0.9628 0.3736 215
93
+ Chevrolet Suburban 0.3784 0.3907 0.3844 215
94
+ Chevrolet Tahoe 0.3099 0.5116 0.3860 215
95
+ Chevrolet TrailBlazer 0.3604 0.8465 0.5056 215
96
+ Chevrolet Traverse 0.4791 0.5860 0.5272 215
97
+ Chevrolet Trax 0.7421 0.8657 0.7991 216
98
+ Chevrolet Volt 0.9219 0.2744 0.4229 215
99
+ Chrysler 300 0.6300 0.2930 0.4000 215
100
+ Chrysler Pacifica 0.9184 0.4167 0.5732 216
101
+ Dodge Challenger 0.7313 0.2279 0.3475 215
102
+ Dodge Charger 0.4000 0.0093 0.0181 216
103
+ Dodge Durango 0.5669 0.4120 0.4772 216
104
+ Dodge Grand Caravan 0.5013 0.8796 0.6387 216
105
+ Dodge Journey 0.5893 0.6140 0.6014 215
106
+ FIAT 124 Spider 0.4158 0.8796 0.5646 216
107
+ FIAT 500 0.6842 0.0602 0.1106 216
108
+ FIAT 500L 0.5514 0.8977 0.6832 215
109
+ FIAT 500X 0.5733 0.8148 0.6730 216
110
+ FIAT 500e 0.4207 1.0000 0.5923 215
111
+ Ferrari 488 GTB 0.3398 0.8102 0.4788 216
112
+ Ferrari GTC4Lusso 1.0000 1.0000 1.0000 216
113
+ Ferrari Portofino 0.9908 1.0000 0.9954 215
114
+ Ford Ecosport 0.5683 0.9630 0.7148 216
115
+ Ford Edge 0.0000 0.0000 0.0000 216
116
+ Ford Escape 1.0000 0.0231 0.0452 216
117
+ Ford Expedition 0.3521 0.5535 0.4304 215
118
+ Ford Explorer 0.6852 0.1713 0.2741 216
119
+ Ford F-150 0.2727 0.0278 0.0504 216
120
+ Ford Fiesta 0.4196 0.2186 0.2875 215
121
+ Ford Flex 0.6220 0.7116 0.6638 215
122
+ Ford Fusion 0.3093 0.1395 0.1923 215
123
+ Ford Mustang 0.7778 0.0324 0.0622 216
124
+ Ford Ranger 0.5311 0.6713 0.5930 216
125
+ Ford Super Duty F-250 0.6667 0.0185 0.0360 216
126
+ Ford Taurus 0.7705 0.4352 0.5562 216
127
+ Ford Transit Connect Wagon 0.7590 0.8791 0.8147 215
128
+ GMC Acadia 0.3994 0.5814 0.4735 215
129
+ GMC Canyon 0.3415 0.4558 0.3904 215
130
+ GMC Sierra 1500 0.1926 0.3163 0.2394 215
131
+ GMC Sierra 2500HD 0.1786 0.7535 0.2888 215
132
+ GMC Terrain 0.8649 0.1481 0.2530 216
133
+ GMC Yukon 0.3434 0.6296 0.4444 216
134
+ Genesis G70 0.8442 0.7814 0.8116 215
135
+ Genesis G80 0.3664 0.6698 0.4737 215
136
+ Genesis G90 0.5082 0.4306 0.4662 216
137
+ Honda Accord 0.1935 0.1111 0.1412 216
138
+ Honda CR-V 0.4971 0.3981 0.4422 216
139
+ Honda Civic 0.3043 0.0326 0.0588 215
140
+ Honda Clarity 0.9746 0.5349 0.6907 215
141
+ Honda Fit 0.3835 0.2361 0.2923 216
142
+ Honda HR-V 0.8671 0.5741 0.6908 216
143
+ Honda Insight 0.9180 0.2593 0.4043 216
144
+ Honda Odyssey 0.3667 0.5628 0.4440 215
145
+ Honda Passport 0.3368 0.8889 0.4885 216
146
+ Honda Pilot 0.9333 0.0648 0.1212 216
147
+ Honda Ridgeline 0.3371 0.2744 0.3026 215
148
+ Hyundai Accent 0.2125 0.6465 0.3199 215
149
+ Hyundai Elantra 0.1250 0.0046 0.0089 216
150
+ Hyundai Ioniq 0.6224 0.4120 0.4958 216
151
+ Hyundai Kona 0.6622 0.9209 0.7704 215
152
+ Hyundai Kona Electric 0.6761 1.0000 0.8068 215
153
+ Hyundai NEXO 0.9730 1.0000 0.9863 216
154
+ Hyundai Palisade 0.7967 0.9074 0.8485 216
155
+ Hyundai Santa Fe 0.6939 0.1581 0.2576 215
156
+ Hyundai Sonata 0.4839 0.1395 0.2166 215
157
+ Hyundai Tucson 0.7143 0.0698 0.1271 215
158
+ Hyundai Veloster 0.5323 0.6111 0.5690 216
159
+ Hyundai Venue 0.6901 1.0000 0.8166 216
160
+ INFINITI Q50 0.5172 0.0694 0.1224 216
161
+ INFINITI Q60 0.4184 0.6558 0.5109 215
162
+ INFINITI Q70 0.1514 0.9256 0.2603 215
163
+ INFINITI QX30 0.6375 0.9769 0.7715 216
164
+ INFINITI QX50 0.8554 0.3287 0.4749 216
165
+ INFINITI QX60 0.8133 0.2824 0.4192 216
166
+ INFINITI QX80 0.8313 0.6389 0.7225 216
167
+ Jaguar E-Pace 0.8249 0.6791 0.7449 215
168
+ Jaguar F-Pace 0.9722 0.3241 0.4861 216
169
+ Jaguar F-Type 0.9200 0.1070 0.1917 215
170
+ Jaguar I-Pace 0.9400 0.2186 0.3547 215
171
+ Jaguar XE 0.8732 0.2884 0.4336 215
172
+ Jaguar XF 0.7500 0.0278 0.0536 216
173
+ Jaguar XJ 0.7193 0.1898 0.3004 216
174
+ Jeep Cherokee 0.3988 0.5926 0.4767 216
175
+ Jeep Compass 0.5580 0.4676 0.5088 216
176
+ Jeep Gladiator 0.6467 1.0000 0.7855 216
177
+ Jeep Grand Cherokee 0.6818 0.2093 0.3203 215
178
+ Jeep Renegade 0.7143 0.8837 0.7900 215
179
+ Jeep Wrangler 0.6142 0.9213 0.7370 216
180
+ Kia Cadenza 0.2993 0.6279 0.4054 215
181
+ Kia Forte 0.1367 0.3256 0.1926 215
182
+ Kia K900 0.6049 0.6806 0.6405 216
183
+ Kia Niro 0.5376 0.2326 0.3247 215
184
+ Kia Optima 0.5604 0.2361 0.3322 216
185
+ Kia Rio 0.2247 0.3796 0.2823 216
186
+ Kia Sedona 0.4957 0.5324 0.5134 216
187
+ Kia Sorento 1.0000 0.0370 0.0714 216
188
+ Kia Soul 0.6667 0.0741 0.1333 216
189
+ Kia Soul EV 0.5417 0.9674 0.6945 215
190
+ Kia Sportage 0.3115 0.6389 0.4188 216
191
+ Kia Stinger 0.9847 0.5972 0.7435 216
192
+ Kia Telluride 0.5405 0.7442 0.6262 215
193
+ Lamborghini Aventador 0.5683 0.9674 0.7160 215
194
+ Lamborghini Huracan 0.3926 0.7395 0.5129 215
195
+ Lamborghini Urus 0.3931 1.0000 0.5643 215
196
+ Land Rover Defender 0.3318 1.0000 0.4983 215
197
+ Land Rover Discovery 0.9655 0.1296 0.2286 216
198
+ Land Rover Discovery Sport 0.7205 0.5370 0.6154 216
199
+ Land Rover Range Rover 0.4103 0.1488 0.2184 215
200
+ Land Rover Range Rover Evoque 0.9375 0.0694 0.1293 216
201
+ Land Rover Range Rover Sport 0.3478 0.0372 0.0672 215
202
+ Land Rover Range Rover Velar 0.9512 0.3611 0.5235 216
203
+ Lexus ES 0.1765 0.0556 0.0845 216
204
+ Lexus GS 0.5462 0.3023 0.3892 215
205
+ Lexus GX 0.6920 0.7593 0.7241 216
206
+ Lexus IS 0.4199 0.3535 0.3838 215
207
+ Lexus LC 0.6290 0.7222 0.6724 216
208
+ Lexus LS 0.3276 0.5302 0.4050 215
209
+ Lexus LX 0.4872 0.0880 0.1490 216
210
+ Lexus NX 0.4679 0.7083 0.5635 216
211
+ Lexus RC 0.5000 0.0694 0.1220 216
212
+ Lexus RX 0.6690 0.4491 0.5374 216
213
+ Lexus UX 1.0000 0.5023 0.6687 215
214
+ Lincoln Aviator 0.5843 0.4815 0.5279 216
215
+ Lincoln Continental 0.7971 0.5093 0.6215 216
216
+ Lincoln Corsair 0.5142 0.9256 0.6611 215
217
+ Lincoln MKC 0.2872 0.7870 0.4208 216
218
+ Lincoln MKT 0.8571 0.5023 0.6334 215
219
+ Lincoln MKZ 0.7059 0.3889 0.5015 216
220
+ Lincoln Nautilus 0.5358 0.8000 0.6418 215
221
+ Lincoln Navigator 0.3876 0.3194 0.3503 216
222
+ MINI Clubman 0.6781 0.7315 0.7038 216
223
+ MINI Cooper 0.5926 0.7407 0.6584 216
224
+ MINI Cooper Countryman 0.8052 0.5741 0.6703 216
225
+ Maserati Ghibli 0.3131 0.8102 0.4516 216
226
+ Maserati GranTurismo 0.5698 0.2279 0.3256 215
227
+ Maserati Levante 0.9760 0.7546 0.8512 216
228
+ Maserati Quattroporte 0.4448 0.6744 0.5360 215
229
+ Mazda CX-3 0.5099 0.8419 0.6351 215
230
+ Mazda CX-30 0.6785 0.9769 0.8008 216
231
+ Mazda CX-5 0.0000 0.0000 0.0000 215
232
+ Mazda CX-9 0.5435 0.4630 0.5000 216
233
+ Mazda MAZDA3 0.2593 0.0324 0.0576 216
234
+ Mazda MAZDA6 0.2965 0.5116 0.3754 215
235
+ Mazda MX-5 Miata 0.5645 0.1628 0.2527 215
236
+ Mazda Mazda3 Hatchback 0.9908 1.0000 0.9954 215
237
+ McLaren 570GT 0.9558 1.0000 0.9774 216
238
+ McLaren 570S 0.6857 1.0000 0.8136 216
239
+ McLaren 720S 0.4766 0.9444 0.6335 216
240
+ Mercedes-Benz A Class 0.7053 0.9861 0.8224 216
241
+ Mercedes-Benz AMG GT 0.6220 0.2372 0.3434 215
242
+ Mercedes-Benz C Class 0.3333 0.0047 0.0092 215
243
+ Mercedes-Benz CLA Class 1.0000 0.0370 0.0714 216
244
+ Mercedes-Benz CLS Class 0.3571 0.0231 0.0435 216
245
+ Mercedes-Benz E Class 0.3750 0.1111 0.1714 216
246
+ Mercedes-Benz EQC 0.7082 1.0000 0.8292 216
247
+ Mercedes-Benz G Class 0.6667 0.4722 0.5528 216
248
+ Mercedes-Benz GLA Class 0.6231 0.5741 0.5976 216
249
+ Mercedes-Benz GLB Class 0.3202 0.9814 0.4828 215
250
+ Mercedes-Benz GLC Class 0.7727 0.0787 0.1429 216
251
+ Mercedes-Benz GLE Class 0.4069 0.2731 0.3269 216
252
+ Mercedes-Benz GLS Class 0.5289 0.5926 0.5590 216
253
+ Mercedes-Benz Metris 0.7218 0.8930 0.7983 215
254
+ Mercedes-Benz S Class 0.3030 0.0465 0.0806 215
255
+ Mercedes-Benz SL Class 0.3945 0.5278 0.4515 216
256
+ Mercedes-Benz SLC Class 0.7891 0.5395 0.6409 215
257
+ Mitsubishi Eclipse Cross 0.5059 1.0000 0.6719 215
258
+ Mitsubishi Mirage 0.3225 0.4583 0.3786 216
259
+ Mitsubishi Outlander 0.5802 0.2176 0.3165 216
260
+ Mitsubishi Outlander Sport 0.3775 0.5278 0.4402 216
261
+ Nissan 370Z 0.7670 0.3657 0.4953 216
262
+ Nissan Altima 0.2679 0.3488 0.3030 215
263
+ Nissan Armada 0.6036 0.4744 0.5312 215
264
+ Nissan Frontier 0.4723 0.5926 0.5257 216
265
+ Nissan GT-R 0.5682 0.1163 0.1931 215
266
+ Nissan Kicks 0.5139 0.9398 0.6645 216
267
+ Nissan Leaf 0.6066 0.1721 0.2681 215
268
+ Nissan Maxima 0.5615 0.6791 0.6147 215
269
+ Nissan Murano 0.9365 0.2744 0.4245 215
270
+ Nissan NV200 0.7007 0.9861 0.8192 216
271
+ Nissan Pathfinder 0.4923 0.1481 0.2278 216
272
+ Nissan Rogue 0.5436 0.3750 0.4438 216
273
+ Nissan Rogue Sport 0.8427 0.3472 0.4918 216
274
+ Nissan Sentra 0.3333 0.0326 0.0593 215
275
+ Nissan Titan 0.2963 0.0370 0.0658 216
276
+ Nissan Versa 0.2195 0.2500 0.2338 216
277
+ Porsche 718 0.2158 0.8884 0.3473 215
278
+ Porsche 718 Spyder 0.9558 1.0000 0.9774 216
279
+ Porsche 911 0.7222 0.1806 0.2889 216
280
+ Porsche Cayenne 0.8767 0.2963 0.4429 216
281
+ Porsche Macan 1.0000 0.3674 0.5374 215
282
+ Porsche Panamera 0.5926 0.0744 0.1322 215
283
+ Porsche Taycan 0.4136 0.8750 0.5617 216
284
+ Ram 1500 0.2322 0.6343 0.3400 216
285
+ Ram 2500 0.4470 0.4491 0.4480 216
286
+ Rolls-Royce Cullinan 0.8000 1.0000 0.8889 216
287
+ Rolls-Royce Dawn 0.5803 0.9581 0.7228 215
288
+ Rolls-Royce Ghost 0.3653 0.7628 0.4940 215
289
+ Rolls-Royce Phantom 0.4726 0.9167 0.6236 216
290
+ Rolls-Royce Wraith 0.9209 0.9209 0.9209 215
291
+ Subaru Ascent 0.5567 0.7767 0.6485 215
292
+ Subaru BRZ 0.7280 0.4233 0.5353 215
293
+ Subaru Crosstrek 0.8630 0.2930 0.4375 215
294
+ Subaru Forester 0.5315 0.3519 0.4234 216
295
+ Subaru Impreza 0.0000 0.0000 0.0000 216
296
+ Subaru Legacy 0.2667 0.0186 0.0348 215
297
+ Subaru Outback 0.4647 0.5787 0.5155 216
298
+ Subaru STI S209 1.0000 1.0000 1.0000 215
299
+ Subaru WRX 0.3849 0.4491 0.4145 216
300
+ Tesla Model 3 0.7588 0.8009 0.7793 216
301
+ Tesla Model S 0.9024 0.1713 0.2879 216
302
+ Tesla Model X 0.7866 0.9213 0.8486 216
303
+ Tesla Model Y 0.9038 1.0000 0.9495 216
304
+ Toyota 4Runner 0.4072 0.5814 0.4789 215
305
+ Toyota 86 0.6052 0.9722 0.7460 216
306
+ Toyota Avalon 0.6479 0.4279 0.5154 215
307
+ Toyota C-HR 0.7404 0.8093 0.7733 215
308
+ Toyota Camry 0.2031 0.4213 0.2741 216
309
+ Toyota Corolla 0.4688 0.0698 0.1215 215
310
+ Toyota Highlander 0.5000 0.1302 0.2066 215
311
+ Toyota Land Cruiser 0.3343 0.5116 0.4044 215
312
+ Toyota Mirai 0.5677 0.9120 0.6998 216
313
+ Toyota Prius 0.7000 0.1620 0.2632 216
314
+ Toyota Prius C 0.2579 0.7593 0.3850 216
315
+ Toyota RAV4 0.5455 0.0556 0.1008 216
316
+ Toyota Sequoia 0.4929 0.4837 0.4883 215
317
+ Toyota Sienna 0.4984 0.7176 0.5882 216
318
+ Toyota Supra 0.3248 0.8796 0.4744 216
319
+ Toyota Tacoma 0.4930 0.1628 0.2448 215
320
+ Toyota Tundra 0.3056 0.0512 0.0876 215
321
+ Toyota Yaris 0.1774 0.1023 0.1298 215
322
+ Toyota Yaris Hatchback 0.9863 1.0000 0.9931 216
323
+ Volkswagen Arteon 0.5387 1.0000 0.7002 216
324
+ Volkswagen Atlas 0.8925 0.3860 0.5390 215
325
+ Volkswagen Beetle 0.6857 0.6667 0.6761 216
326
+ Volkswagen Golf 0.3939 0.1209 0.1851 215
327
+ Volkswagen Jetta 0.1818 0.0558 0.0854 215
328
+ Volkswagen Passat 1.0000 0.0093 0.0184 215
329
+ Volkswagen Tiguan 1.0000 0.1898 0.3191 216
330
+ Volkswagen e-Golf 0.4703 0.9537 0.6300 216
331
+ Volvo S60 0.0000 0.0000 0.0000 215
332
+ Volvo S90 0.7347 0.1667 0.2717 216
333
+ Volvo V60 0.8182 0.1667 0.2769 216
334
+ Volvo V90 0.5438 0.8333 0.6581 216
335
+ Volvo XC40 0.8549 0.7639 0.8068 216
336
+ Volvo XC60 0.5568 0.2269 0.3224 216
337
+ Volvo XC90 0.8116 0.2593 0.3930 216
338
+ smart fortwo 0.5714 0.1860 0.2807 215
339
 
340
+ accuracy 0.4901 69639
341
+ macro avg 0.5761 0.4901 0.4513 69639
342
+ weighted avg 0.5761 0.4901 0.4513 69639
343
  ```