Update README.md
Browse files
README.md
CHANGED
@@ -9,338 +9,338 @@ 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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-
Accuracy: 0.
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-
F1 Score: 0.
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Classification report:
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precision recall f1-score support
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-
Acura ILX 0.
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Acura MDX 0.
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Acura NSX 0.
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Acura RDX 0.
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Acura RLX 0.
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Acura TLX 0.
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Alfa Romeo 4C 0.
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Alfa Romeo 4C Spider 0.
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Alfa Romeo Giulia 0.
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Alfa Romeo Stelvio 0.
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Aston Martin DB11 0.
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Aston Martin DBS 0.
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Aston Martin Vanquish 0.
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Aston Martin Vantage 0.
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Audi A3 0.
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Audi A4 0.
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Audi A5 0.
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Audi A6 0.
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Audi A7 0.
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Audi A8 0.
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Audi Q3 0.
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Audi Q5 0.
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Audi Q7 0.
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-
Audi Q8 0.
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Audi R8 0.
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Audi TT 0.
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Audi e-tron 0.
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BMW 2-Series 0.
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BMW 3-Series 0.
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BMW 4-Series 0.
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BMW 5-Series 0.
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BMW 6-Series 0.
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BMW 7-Series 0.
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BMW 8-Series 0.
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BMW X1 0.
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BMW X2 0.
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BMW X3 0.
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BMW X4 0.
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BMW X5
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BMW X6 0.
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BMW X7 0.
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BMW Z4 0.
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BMW i3 0.
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BMW i8 0.
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Bentley Bentayga 0.
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Bentley Continental GT 0.
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Bentley Flying Spur 0.
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Bentley Mulsanne 0.
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Buick Cascada 0.
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Buick Enclave 0.
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Buick Encore 0.
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Buick Envision 0.
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Buick Lacrosse 0.
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Buick Regal 0.
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Cadillac ATS 0.
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Cadillac CT4 0.
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Cadillac CT5 0.
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Cadillac CT6 0.
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Cadillac CTS 0.
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Cadillac Escalade 0.
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Cadillac XT4 0.
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Cadillac XT5 0.
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Cadillac XT6 0.
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Cadillac XTS 0.
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Chevrolet Blazer 0.
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Chevrolet Bolt EV 0.
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Chevrolet Camaro 0.
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Chevrolet Colorado 0.
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Chevrolet Corvette 0.
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Chevrolet Cruze 0.
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Chevrolet Equinox
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Chevrolet Impala 0.
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Chevrolet Malibu 0.
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Chevrolet Silverado 1500 0.
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Chevrolet Silverado 2500HD 0.
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Chevrolet Sonic 0.
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Chevrolet Spark 0.
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Chevrolet Suburban 0.
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Chevrolet Tahoe 0.
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Chevrolet TrailBlazer 0.
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Chevrolet Traverse 0.
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Chevrolet Trax 0.
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Chevrolet Volt 0.
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Chrysler 300 0.
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Chrysler Pacifica 0.
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Dodge Challenger 0.
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Dodge Charger
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Dodge Durango 0.
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Dodge Grand Caravan 0.
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Dodge Journey 0.
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FIAT 124 Spider 0.
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FIAT 500 0.
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FIAT 500L 0.
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FIAT 500X 0.
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FIAT 500e 0.
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Ferrari 488 GTB 0.
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Ferrari GTC4Lusso 1.0000 1.0000 1.0000 216
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Ferrari Portofino 0.9954 1.0000 0.9977
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Ford Ecosport 0.
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Ford Edge 0.
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Ford Escape 0.
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Ford Expedition 0.
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Ford Explorer 0.
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Ford F-150 0.
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Ford Fiesta 0.
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Ford Flex 0.
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Ford Fusion 0.
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Ford Mustang 0.
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Ford Ranger 0.
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Ford Super Duty F-250 0.
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Ford Taurus 0.
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Ford Transit Connect Wagon 0.
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GMC Acadia 0.
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GMC Canyon 0.
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GMC Sierra 1500 0.
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GMC Sierra 2500HD 0.
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GMC Terrain 0.
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GMC Yukon 0.
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Genesis G70 0.
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Genesis G80 0.
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Genesis G90 0.
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Honda Accord 0.
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Honda CR-V 0.
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Honda Civic 0.
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Honda Clarity 0.
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Honda Fit 0.
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Honda HR-V 0.
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Honda Insight 0.
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Honda Odyssey 0.
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Honda Passport 0.
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Honda Pilot 0.
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Honda Ridgeline 0.
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Hyundai Accent 0.
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Hyundai Elantra 0.
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Hyundai Ioniq 0.
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Hyundai Kona 0.
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Hyundai Kona Electric 0.
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Hyundai NEXO 0.9954 1.0000 0.9977
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Hyundai Palisade 0.
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Hyundai Santa Fe 0.
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Hyundai Sonata 0.
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Hyundai Tucson 1.0000 0.
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Hyundai Veloster 0.
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Hyundai Venue 0.
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INFINITI Q50 0.
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INFINITI Q60 0.
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INFINITI Q70 0.
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INFINITI QX30 0.
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INFINITI QX50 0.
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INFINITI QX60 0.
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INFINITI QX80 0.
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Jaguar E-Pace 0.
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Jaguar F-Pace 0.
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Jaguar F-Type 0.
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Jaguar I-Pace 0.
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Jaguar XE 0.
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Jaguar XF 0.
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Jaguar XJ 0.
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Jeep Cherokee 0.
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Jeep Compass 0.
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Jeep Gladiator 0.
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Jeep Grand Cherokee 0.
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Jeep Renegade 0.
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Jeep Wrangler 0.
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Kia Cadenza 0.
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Kia Forte 0.
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Kia K900 0.
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Kia Niro 0.
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Kia Optima 0.
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Kia Rio 0.
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Kia Sedona 0.
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Kia Sorento 0.
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Kia Soul 0.
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Kia Soul EV 0.
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Kia Sportage 0.
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Kia Stinger 0.
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Kia Telluride 0.
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Lamborghini Aventador 0.
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Lamborghini Huracan 0.
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Lamborghini Urus 0.
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Land Rover Defender 0.
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Land Rover Discovery
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Land Rover Discovery Sport 0.
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Land Rover Range Rover 0.
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Land Rover Range Rover Evoque 0.
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Land Rover Range Rover Sport 0.
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Land Rover Range Rover Velar 0.
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Lexus ES 0.
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Lexus GS 0.
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Lexus GX 0.
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Lexus IS 0.
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Lexus LC 0.
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Lexus LS 0.
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Lexus LX 0.
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Lexus NX 0.
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Lexus RC 0.
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Lexus RX 0.
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Lexus UX 0.
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Lincoln Aviator 0.
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Lincoln Continental 0.
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Lincoln Corsair 0.
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Lincoln MKC 0.
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Lincoln MKT 0.
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Lincoln MKZ 0.
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Lincoln Nautilus 0.
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Lincoln Navigator 0.
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MINI Clubman 0.
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MINI Cooper 0.
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MINI Cooper Countryman 0.
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Maserati Ghibli 0.
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Maserati GranTurismo 0.
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Maserati Levante 0.
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Maserati Quattroporte 0.
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Mazda CX-3 0.
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Mazda CX-30 0.
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Mazda CX-5 0.
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Mazda CX-9 0.
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Mazda MAZDA3 0.
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Mazda MAZDA6 0.
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Mazda MX-5 Miata 0.
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Mazda Mazda3 Hatchback 0.
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McLaren 570GT 0.9908 1.0000 0.9954 215
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McLaren 570S 0.
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McLaren 720S 0.
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Mercedes-Benz A Class 0.
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Mercedes-Benz AMG GT 0.
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Mercedes-Benz C Class 1.0000 0.0046 0.0092 216
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Mercedes-Benz CLA Class 0.
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Mercedes-Benz CLS Class 0.
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Mercedes-Benz E Class 0.
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Mercedes-Benz EQC 0.
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Mercedes-Benz G Class 0.
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Mercedes-Benz GLA Class 0.
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Mercedes-Benz GLB Class 0.
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Mercedes-Benz GLC Class 0.
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Mercedes-Benz GLE Class 0.
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Mercedes-Benz GLS Class 0.
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Mercedes-Benz Metris 0.
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Mercedes-Benz S Class 0.
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Mercedes-Benz SL Class 0.
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Mercedes-Benz SLC Class 0.
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Mitsubishi Eclipse Cross 0.
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Mitsubishi Mirage 0.
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Mitsubishi Outlander 0.
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Mitsubishi Outlander Sport 0.
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Nissan 370Z 0.
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Nissan Altima 0.
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Nissan Armada 0.
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Nissan Frontier 0.
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Nissan GT-R 0.
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Nissan Kicks 0.
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Nissan Leaf 0.
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Nissan Maxima 0.
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Nissan Murano 0.
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Nissan NV200 0.
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Nissan Pathfinder 0.
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Nissan Rogue 0.
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Nissan Rogue Sport 0.
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Nissan Sentra 0.
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Nissan Titan 0.
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Nissan Versa 0.
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Porsche 718 0.
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Porsche 718 Spyder 0.
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Porsche 911 0.
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Porsche Cayenne 0.
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Porsche Macan 0.
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Porsche Panamera 0.
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Porsche Taycan 0.
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Ram 1500 0.
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Ram 2500 0.
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Rolls-Royce Cullinan 0.
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Rolls-Royce Dawn 0.
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Rolls-Royce Ghost 0.
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Rolls-Royce Phantom 0.
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Rolls-Royce Wraith 0.
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Subaru Ascent 0.
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Subaru BRZ 0.
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Subaru Crosstrek 0.
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Subaru Forester 0.
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Subaru Impreza 0.
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Subaru Legacy 0.
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Subaru Outback 0.
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Subaru STI S209 1.0000 1.0000 1.0000
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Subaru WRX 0.
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Tesla Model 3 0.
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Tesla Model S 0.
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Tesla Model X 0.
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Tesla Model Y 0.
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Toyota 4Runner 0.
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Toyota 86 0.
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Toyota Avalon 0.
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Toyota C-HR 0.
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Toyota Camry 0.
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Toyota Corolla 0.
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Toyota Highlander 0.
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Toyota Land Cruiser 0.
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Toyota Mirai 0.
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Toyota Prius 0.
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Toyota Prius C 0.
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Toyota RAV4 0.7368 0.
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Toyota Sequoia 0.
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Toyota Sienna 0.
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Toyota Supra 0.
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Toyota Tacoma 0.
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Toyota Tundra 0.
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Toyota Yaris 0.
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Toyota Yaris Hatchback 0.9954 1.0000 0.9977
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Volkswagen Arteon 0.
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Volkswagen Atlas 0.
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Volkswagen Beetle 0.
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Volkswagen Golf 0.
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Volkswagen Jetta 0.
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Volkswagen Passat
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Volkswagen Tiguan 0.
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Volkswagen e-Golf 0.
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Volvo S60 0.
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Volvo S90 0.
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Volvo V60 0.
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Volvo V90 0.
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Volvo XC40 0.
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Volvo XC60 0.
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Volvo XC90 0.
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smart fortwo 0.
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accuracy 0.
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macro avg 0.
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weighted avg 0.
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```
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9 |
See https://www.kaggle.com/code/dima806/car-model-image-detection-vit for more details.
|
10 |
|
11 |
```
|
12 |
+
Accuracy: 0.6237
|
13 |
+
F1 Score: 0.5977
|
14 |
|
15 |
Classification report:
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16 |
|
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precision recall f1-score support
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|
19 |
+
Acura ILX 0.3439 0.9028 0.4981 216
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+
Acura MDX 0.7518 0.4930 0.5955 215
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+
Acura NSX 0.7094 0.3860 0.5000 215
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+
Acura RDX 0.9259 0.2326 0.3717 215
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+
Acura RLX 0.6242 0.4769 0.5407 216
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+
Acura TLX 0.7102 0.5787 0.6378 216
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+
Alfa Romeo 4C 0.6836 0.8704 0.7658 216
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+
Alfa Romeo 4C Spider 0.9191 1.0000 0.9579 216
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27 |
+
Alfa Romeo Giulia 0.6652 0.6991 0.6817 216
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+
Alfa Romeo Stelvio 0.5771 0.9395 0.7150 215
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+
Aston Martin DB11 0.6471 0.9676 0.7755 216
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+
Aston Martin DBS 0.5158 0.9116 0.6588 215
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+
Aston Martin Vanquish 0.7358 0.7256 0.7307 215
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32 |
+
Aston Martin Vantage 0.4832 0.5324 0.5066 216
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33 |
+
Audi A3 0.6321 0.3116 0.4174 215
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+
Audi A4 0.4981 0.6157 0.5507 216
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+
Audi A5 0.4201 0.5231 0.4660 216
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+
Audi A6 0.2775 0.5139 0.3604 216
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+
Audi A7 0.5652 0.1806 0.2737 216
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+
Audi A8 0.2816 0.7731 0.4129 216
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+
Audi Q3 0.7750 0.8651 0.8176 215
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+
Audi Q5 0.7391 0.5535 0.6330 215
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+
Audi Q7 0.5457 0.8047 0.6504 215
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+
Audi Q8 0.9487 0.6884 0.7978 215
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+
Audi R8 0.6343 0.3953 0.4871 215
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+
Audi TT 0.3924 0.7721 0.5204 215
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+
Audi e-tron 0.9891 0.8426 0.9100 216
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+
BMW 2-Series 0.5333 0.3721 0.4384 215
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+
BMW 3-Series 0.6140 0.3241 0.4242 216
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+
BMW 4-Series 0.5944 0.4977 0.5418 215
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+
BMW 5-Series 0.7800 0.1806 0.2932 216
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+
BMW 6-Series 0.6705 0.2731 0.3882 216
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+
BMW 7-Series 0.5054 0.4326 0.4662 215
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+
BMW 8-Series 0.8397 0.9256 0.8805 215
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53 |
+
BMW X1 0.7857 0.5093 0.6180 216
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+
BMW X2 0.9469 0.4954 0.6505 216
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+
BMW X3 0.5744 0.5185 0.5450 216
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+
BMW X4 0.7532 0.5509 0.6364 216
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+
BMW X5 0.9444 0.0791 0.1459 215
|
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+
BMW X6 0.8983 0.2454 0.3855 216
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59 |
+
BMW X7 0.7474 1.0000 0.8554 216
|
60 |
+
BMW Z4 0.5935 0.4259 0.4960 216
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61 |
+
BMW i3 0.7449 0.8380 0.7887 216
|
62 |
+
BMW i8 0.6655 0.8935 0.7628 216
|
63 |
+
Bentley Bentayga 0.7966 0.8744 0.8337 215
|
64 |
+
Bentley Continental GT 0.8889 0.3721 0.5246 215
|
65 |
+
Bentley Flying Spur 0.5874 0.5602 0.5735 216
|
66 |
+
Bentley Mulsanne 0.4986 0.8186 0.6197 215
|
67 |
+
Buick Cascada 0.7743 0.9256 0.8432 215
|
68 |
+
Buick Enclave 0.4282 0.7870 0.5546 216
|
69 |
+
Buick Encore 0.4030 0.8750 0.5518 216
|
70 |
+
Buick Envision 0.6842 0.9630 0.8000 216
|
71 |
+
Buick Lacrosse 0.4672 0.2651 0.3383 215
|
72 |
+
Buick Regal 0.8800 0.1023 0.1833 215
|
73 |
+
Cadillac ATS 0.7300 0.3380 0.4620 216
|
74 |
+
Cadillac CT4 0.8816 1.0000 0.9371 216
|
75 |
+
Cadillac CT5 0.8213 1.0000 0.9019 216
|
76 |
+
Cadillac CT6 0.8092 0.4907 0.6110 216
|
77 |
+
Cadillac CTS 0.4564 0.3148 0.3726 216
|
78 |
+
Cadillac Escalade 0.6872 0.6204 0.6521 216
|
79 |
+
Cadillac XT4 0.7397 1.0000 0.8504 216
|
80 |
+
Cadillac XT5 0.4187 0.9581 0.5827 215
|
81 |
+
Cadillac XT6 0.7742 1.0000 0.8727 216
|
82 |
+
Cadillac XTS 0.3174 0.9213 0.4721 216
|
83 |
+
Chevrolet Blazer 0.9133 0.8326 0.8710 215
|
84 |
+
Chevrolet Bolt EV 0.9346 0.9259 0.9302 216
|
85 |
+
Chevrolet Camaro 0.6929 0.4074 0.5131 216
|
86 |
+
Chevrolet Colorado 0.7414 0.2000 0.3150 215
|
87 |
+
Chevrolet Corvette 0.6122 0.4167 0.4959 216
|
88 |
+
Chevrolet Cruze 0.3750 0.0694 0.1172 216
|
89 |
+
Chevrolet Equinox 0.8696 0.1852 0.3053 216
|
90 |
+
Chevrolet Impala 0.3401 0.8565 0.4868 216
|
91 |
+
Chevrolet Malibu 0.5926 0.0741 0.1317 216
|
92 |
+
Chevrolet Silverado 1500 0.3083 0.3611 0.3326 216
|
93 |
+
Chevrolet Silverado 2500HD 0.3586 0.5046 0.4192 216
|
94 |
+
Chevrolet Sonic 0.6974 0.6326 0.6634 215
|
95 |
+
Chevrolet Spark 0.4221 0.9581 0.5861 215
|
96 |
+
Chevrolet Suburban 0.5387 0.6791 0.6008 215
|
97 |
+
Chevrolet Tahoe 0.5256 0.5231 0.5244 216
|
98 |
+
Chevrolet TrailBlazer 0.6610 0.8935 0.7598 216
|
99 |
+
Chevrolet Traverse 0.5398 0.7256 0.6190 215
|
100 |
+
Chevrolet Trax 0.8327 0.9444 0.8850 216
|
101 |
+
Chevrolet Volt 0.8738 0.4186 0.5660 215
|
102 |
+
Chrysler 300 0.6824 0.4676 0.5549 216
|
103 |
+
Chrysler Pacifica 0.8958 0.6000 0.7187 215
|
104 |
+
Dodge Challenger 0.7068 0.4352 0.5387 216
|
105 |
+
Dodge Charger 1.0000 0.1019 0.1849 216
|
106 |
+
Dodge Durango 0.6462 0.6372 0.6417 215
|
107 |
+
Dodge Grand Caravan 0.7370 0.9213 0.8189 216
|
108 |
+
Dodge Journey 0.5743 0.7907 0.6654 215
|
109 |
+
FIAT 124 Spider 0.4354 0.9721 0.6014 215
|
110 |
+
FIAT 500 0.6250 0.2326 0.3390 215
|
111 |
+
FIAT 500L 0.6844 0.9537 0.7969 216
|
112 |
+
FIAT 500X 0.8031 0.9674 0.8776 215
|
113 |
+
FIAT 500e 0.5084 0.9861 0.6709 216
|
114 |
+
Ferrari 488 GTB 0.5877 0.8380 0.6908 216
|
115 |
Ferrari GTC4Lusso 1.0000 1.0000 1.0000 216
|
116 |
+
Ferrari Portofino 0.9954 1.0000 0.9977 216
|
117 |
+
Ford Ecosport 0.6261 1.0000 0.7701 216
|
118 |
+
Ford Edge 0.7857 0.0509 0.0957 216
|
119 |
+
Ford Escape 0.9730 0.1667 0.2846 216
|
120 |
+
Ford Expedition 0.6070 0.5648 0.5851 216
|
121 |
+
Ford Explorer 0.8902 0.3380 0.4899 216
|
122 |
+
Ford F-150 0.4627 0.1435 0.2191 216
|
123 |
+
Ford Fiesta 0.5804 0.3023 0.3976 215
|
124 |
+
Ford Flex 0.6880 0.8000 0.7398 215
|
125 |
+
Ford Fusion 0.5909 0.3611 0.4483 216
|
126 |
+
Ford Mustang 0.7321 0.1898 0.3015 216
|
127 |
+
Ford Ranger 0.7149 0.7315 0.7231 216
|
128 |
+
Ford Super Duty F-250 0.7391 0.3935 0.5136 216
|
129 |
+
Ford Taurus 0.6244 0.5694 0.5956 216
|
130 |
+
Ford Transit Connect Wagon 0.9163 0.9120 0.9142 216
|
131 |
+
GMC Acadia 0.5063 0.7407 0.6015 216
|
132 |
+
GMC Canyon 0.3574 0.5509 0.4335 216
|
133 |
+
GMC Sierra 1500 0.3160 0.3657 0.3391 216
|
134 |
+
GMC Sierra 2500HD 0.3058 0.5139 0.3834 216
|
135 |
+
GMC Terrain 0.7910 0.2465 0.3759 215
|
136 |
+
GMC Yukon 0.5904 0.7407 0.6571 216
|
137 |
+
Genesis G70 0.9126 0.8744 0.8931 215
|
138 |
+
Genesis G80 0.4804 0.8519 0.6144 216
|
139 |
+
Genesis G90 0.5034 0.6759 0.5771 216
|
140 |
+
Honda Accord 0.3333 0.1442 0.2013 215
|
141 |
+
Honda CR-V 0.4341 0.6250 0.5123 216
|
142 |
+
Honda Civic 0.6571 0.1065 0.1833 216
|
143 |
+
Honda Clarity 0.9205 0.6465 0.7596 215
|
144 |
+
Honda Fit 0.5395 0.5721 0.5553 215
|
145 |
+
Honda HR-V 0.8770 0.7593 0.8139 216
|
146 |
+
Honda Insight 0.8310 0.2744 0.4126 215
|
147 |
+
Honda Odyssey 0.5810 0.7639 0.6600 216
|
148 |
+
Honda Passport 0.5718 0.9769 0.7214 216
|
149 |
+
Honda Pilot 0.5902 0.1667 0.2599 216
|
150 |
+
Honda Ridgeline 0.5544 0.7349 0.6320 215
|
151 |
+
Hyundai Accent 0.3483 0.7176 0.4690 216
|
152 |
+
Hyundai Elantra 0.4600 0.1065 0.1729 216
|
153 |
+
Hyundai Ioniq 0.6492 0.7454 0.6940 216
|
154 |
+
Hyundai Kona 0.8733 0.8935 0.8833 216
|
155 |
+
Hyundai Kona Electric 0.7491 1.0000 0.8566 215
|
156 |
+
Hyundai NEXO 0.9954 1.0000 0.9977 215
|
157 |
+
Hyundai Palisade 0.9462 0.9769 0.9613 216
|
158 |
+
Hyundai Santa Fe 0.6545 0.1667 0.2657 216
|
159 |
+
Hyundai Sonata 0.5521 0.2465 0.3408 215
|
160 |
+
Hyundai Tucson 1.0000 0.2500 0.4000 216
|
161 |
+
Hyundai Veloster 0.6473 0.7767 0.7061 215
|
162 |
+
Hyundai Venue 0.9686 1.0000 0.9841 216
|
163 |
+
INFINITI Q50 0.7745 0.3657 0.4969 216
|
164 |
+
INFINITI Q60 0.5745 0.8565 0.6877 216
|
165 |
+
INFINITI Q70 0.2836 0.8981 0.4311 216
|
166 |
+
INFINITI QX30 0.8431 1.0000 0.9149 215
|
167 |
+
INFINITI QX50 0.9483 0.5093 0.6627 216
|
168 |
+
INFINITI QX60 0.9043 0.4837 0.6303 215
|
169 |
+
INFINITI QX80 0.6984 0.8148 0.7521 216
|
170 |
+
Jaguar E-Pace 0.8630 0.8750 0.8690 216
|
171 |
+
Jaguar F-Pace 0.8839 0.4583 0.6037 216
|
172 |
+
Jaguar F-Type 0.8824 0.1389 0.2400 216
|
173 |
+
Jaguar I-Pace 0.8951 0.5926 0.7131 216
|
174 |
+
Jaguar XE 0.7153 0.4537 0.5552 216
|
175 |
+
Jaguar XF 0.6667 0.0370 0.0702 216
|
176 |
+
Jaguar XJ 0.6824 0.2685 0.3854 216
|
177 |
+
Jeep Cherokee 0.5936 0.7778 0.6733 216
|
178 |
+
Jeep Compass 0.8045 0.6667 0.7291 216
|
179 |
+
Jeep Gladiator 0.8571 1.0000 0.9231 216
|
180 |
+
Jeep Grand Cherokee 0.9394 0.4306 0.5905 216
|
181 |
+
Jeep Renegade 0.8210 0.9769 0.8922 216
|
182 |
+
Jeep Wrangler 0.8511 0.9259 0.8869 216
|
183 |
+
Kia Cadenza 0.4749 0.8372 0.6061 215
|
184 |
+
Kia Forte 0.1801 0.3611 0.2404 216
|
185 |
+
Kia K900 0.7453 0.9256 0.8257 215
|
186 |
+
Kia Niro 0.8252 0.5463 0.6574 216
|
187 |
+
Kia Optima 0.5065 0.3611 0.4216 216
|
188 |
+
Kia Rio 0.3121 0.4326 0.3626 215
|
189 |
+
Kia Sedona 0.6985 0.8512 0.7673 215
|
190 |
+
Kia Sorento 0.9556 0.2000 0.3308 215
|
191 |
+
Kia Soul 0.8551 0.2744 0.4155 215
|
192 |
+
Kia Soul EV 0.7295 0.9491 0.8249 216
|
193 |
+
Kia Sportage 0.4595 0.7083 0.5574 216
|
194 |
+
Kia Stinger 0.9681 0.8465 0.9032 215
|
195 |
+
Kia Telluride 0.5547 0.9630 0.7039 216
|
196 |
+
Lamborghini Aventador 0.8538 1.0000 0.9211 216
|
197 |
+
Lamborghini Huracan 0.5906 0.8148 0.6848 216
|
198 |
+
Lamborghini Urus 0.4586 1.0000 0.6288 216
|
199 |
+
Land Rover Defender 0.6316 1.0000 0.7742 216
|
200 |
+
Land Rover Discovery 0.9571 0.3102 0.4685 216
|
201 |
+
Land Rover Discovery Sport 0.6254 0.8889 0.7342 216
|
202 |
+
Land Rover Range Rover 0.4932 0.5046 0.4989 216
|
203 |
+
Land Rover Range Rover Evoque 0.9348 0.3981 0.5584 216
|
204 |
+
Land Rover Range Rover Sport 0.7000 0.1944 0.3043 216
|
205 |
+
Land Rover Range Rover Velar 0.9714 0.6296 0.7640 216
|
206 |
+
Lexus ES 0.4172 0.2930 0.3443 215
|
207 |
+
Lexus GS 0.5616 0.3796 0.4530 216
|
208 |
+
Lexus GX 0.7677 0.9028 0.8298 216
|
209 |
+
Lexus IS 0.5430 0.5556 0.5492 216
|
210 |
+
Lexus LC 0.7845 0.8465 0.8143 215
|
211 |
+
Lexus LS 0.5368 0.7116 0.6120 215
|
212 |
+
Lexus LX 0.7321 0.3814 0.5015 215
|
213 |
+
Lexus NX 0.5762 0.8750 0.6949 216
|
214 |
+
Lexus RC 0.8660 0.3889 0.5367 216
|
215 |
+
Lexus RX 0.7278 0.5721 0.6406 215
|
216 |
+
Lexus UX 0.9368 0.8279 0.8790 215
|
217 |
+
Lincoln Aviator 0.7394 0.6435 0.6881 216
|
218 |
+
Lincoln Continental 0.7135 0.5880 0.6447 216
|
219 |
+
Lincoln Corsair 0.8417 0.9395 0.8879 215
|
220 |
+
Lincoln MKC 0.4170 0.8843 0.5668 216
|
221 |
+
Lincoln MKT 0.7721 0.7685 0.7703 216
|
222 |
+
Lincoln MKZ 0.6567 0.6140 0.6346 215
|
223 |
+
Lincoln Nautilus 0.6920 0.9259 0.7921 216
|
224 |
+
Lincoln Navigator 0.5492 0.6233 0.5839 215
|
225 |
+
MINI Clubman 0.7642 0.8140 0.7883 215
|
226 |
+
MINI Cooper 0.6154 0.7442 0.6737 215
|
227 |
+
MINI Cooper Countryman 0.7500 0.7395 0.7447 215
|
228 |
+
Maserati Ghibli 0.5735 0.9213 0.7069 216
|
229 |
+
Maserati GranTurismo 0.6957 0.3704 0.4834 216
|
230 |
+
Maserati Levante 0.9896 0.8884 0.9363 215
|
231 |
+
Maserati Quattroporte 0.5221 0.8233 0.6390 215
|
232 |
+
Mazda CX-3 0.5549 0.9163 0.6912 215
|
233 |
+
Mazda CX-30 0.9034 1.0000 0.9492 215
|
234 |
+
Mazda CX-5 0.7667 0.1070 0.1878 215
|
235 |
+
Mazda CX-9 0.6364 0.6837 0.6592 215
|
236 |
+
Mazda MAZDA3 0.4600 0.1070 0.1736 215
|
237 |
+
Mazda MAZDA6 0.3899 0.5767 0.4653 215
|
238 |
+
Mazda MX-5 Miata 0.6548 0.2546 0.3667 216
|
239 |
+
Mazda Mazda3 Hatchback 0.9908 1.0000 0.9954 215
|
240 |
McLaren 570GT 0.9908 1.0000 0.9954 215
|
241 |
+
McLaren 570S 0.9598 1.0000 0.9795 215
|
242 |
+
McLaren 720S 0.6573 0.9814 0.7873 215
|
243 |
+
Mercedes-Benz A Class 0.7013 1.0000 0.8244 216
|
244 |
+
Mercedes-Benz AMG GT 0.5882 0.5556 0.5714 216
|
245 |
Mercedes-Benz C Class 1.0000 0.0046 0.0092 216
|
246 |
+
Mercedes-Benz CLA Class 0.9600 0.2222 0.3609 216
|
247 |
+
Mercedes-Benz CLS Class 0.6102 0.1667 0.2618 216
|
248 |
+
Mercedes-Benz E Class 0.4495 0.2279 0.3025 215
|
249 |
+
Mercedes-Benz EQC 0.7706 1.0000 0.8704 215
|
250 |
+
Mercedes-Benz G Class 0.7570 0.7535 0.7552 215
|
251 |
+
Mercedes-Benz GLA Class 0.5213 0.7361 0.6104 216
|
252 |
+
Mercedes-Benz GLB Class 0.4965 0.9767 0.6583 215
|
253 |
+
Mercedes-Benz GLC Class 0.6604 0.1620 0.2602 216
|
254 |
+
Mercedes-Benz GLE Class 0.5941 0.4698 0.5247 215
|
255 |
+
Mercedes-Benz GLS Class 0.5773 0.9721 0.7244 215
|
256 |
+
Mercedes-Benz Metris 0.8856 0.9676 0.9248 216
|
257 |
+
Mercedes-Benz S Class 0.6296 0.1574 0.2519 216
|
258 |
+
Mercedes-Benz SL Class 0.4852 0.7593 0.5921 216
|
259 |
+
Mercedes-Benz SLC Class 0.7768 0.8056 0.7909 216
|
260 |
+
Mitsubishi Eclipse Cross 0.7176 1.0000 0.8356 216
|
261 |
+
Mitsubishi Mirage 0.5207 0.6991 0.5968 216
|
262 |
+
Mitsubishi Outlander 0.7559 0.4444 0.5598 216
|
263 |
+
Mitsubishi Outlander Sport 0.5304 0.6065 0.5659 216
|
264 |
+
Nissan 370Z 0.8171 0.6620 0.7315 216
|
265 |
+
Nissan Altima 0.3673 0.4167 0.3905 216
|
266 |
+
Nissan Armada 0.7108 0.6713 0.6905 216
|
267 |
+
Nissan Frontier 0.5085 0.6944 0.5871 216
|
268 |
+
Nissan GT-R 0.6240 0.3611 0.4575 216
|
269 |
+
Nissan Kicks 0.6835 1.0000 0.8120 216
|
270 |
+
Nissan Leaf 0.7387 0.3796 0.5015 216
|
271 |
+
Nissan Maxima 0.5089 0.7917 0.6196 216
|
272 |
+
Nissan Murano 0.9206 0.5370 0.6784 216
|
273 |
+
Nissan NV200 0.8921 1.0000 0.9430 215
|
274 |
+
Nissan Pathfinder 0.8861 0.3256 0.4762 215
|
275 |
+
Nissan Rogue 0.7175 0.5907 0.6480 215
|
276 |
+
Nissan Rogue Sport 0.7939 0.8380 0.8153 216
|
277 |
+
Nissan Sentra 0.7000 0.1296 0.2188 216
|
278 |
+
Nissan Titan 0.6818 0.1395 0.2317 215
|
279 |
+
Nissan Versa 0.3230 0.3860 0.3517 215
|
280 |
+
Porsche 718 0.4113 0.9163 0.5677 215
|
281 |
+
Porsche 718 Spyder 0.9908 1.0000 0.9954 215
|
282 |
+
Porsche 911 0.7468 0.2731 0.4000 216
|
283 |
+
Porsche Cayenne 0.7669 0.4744 0.5862 215
|
284 |
+
Porsche Macan 0.9730 0.5023 0.6626 215
|
285 |
+
Porsche Panamera 0.7059 0.2233 0.3392 215
|
286 |
+
Porsche Taycan 0.5406 0.9907 0.6995 215
|
287 |
+
Ram 1500 0.3793 0.5093 0.4348 216
|
288 |
+
Ram 2500 0.4916 0.6791 0.5703 215
|
289 |
+
Rolls-Royce Cullinan 0.8606 1.0000 0.9251 216
|
290 |
+
Rolls-Royce Dawn 0.7770 1.0000 0.8745 216
|
291 |
+
Rolls-Royce Ghost 0.4536 0.8380 0.5886 216
|
292 |
+
Rolls-Royce Phantom 0.5347 0.9674 0.6887 215
|
293 |
+
Rolls-Royce Wraith 0.9856 0.9581 0.9717 215
|
294 |
+
Subaru Ascent 0.5327 0.8326 0.6497 215
|
295 |
+
Subaru BRZ 0.6889 0.5741 0.6263 216
|
296 |
+
Subaru Crosstrek 0.9034 0.6065 0.7258 216
|
297 |
+
Subaru Forester 0.6257 0.4954 0.5530 216
|
298 |
+
Subaru Impreza 0.4000 0.0093 0.0182 215
|
299 |
+
Subaru Legacy 0.3810 0.1111 0.1720 216
|
300 |
+
Subaru Outback 0.4103 0.8148 0.5457 216
|
301 |
+
Subaru STI S209 1.0000 1.0000 1.0000 216
|
302 |
+
Subaru WRX 0.4571 0.5953 0.5172 215
|
303 |
+
Tesla Model 3 0.7324 0.9674 0.8337 215
|
304 |
+
Tesla Model S 0.8519 0.3209 0.4662 215
|
305 |
+
Tesla Model X 0.7370 0.9861 0.8436 216
|
306 |
+
Tesla Model Y 0.9774 1.0000 0.9886 216
|
307 |
+
Toyota 4Runner 0.5584 0.8233 0.6654 215
|
308 |
+
Toyota 86 0.8776 1.0000 0.9348 215
|
309 |
+
Toyota Avalon 0.6708 0.5023 0.5745 215
|
310 |
+
Toyota C-HR 0.8502 0.8977 0.8733 215
|
311 |
+
Toyota Camry 0.2513 0.4605 0.3251 215
|
312 |
+
Toyota Corolla 0.4734 0.4120 0.4406 216
|
313 |
+
Toyota Highlander 0.7101 0.2269 0.3439 216
|
314 |
+
Toyota Land Cruiser 0.5862 0.7907 0.6733 215
|
315 |
+
Toyota Mirai 0.6083 0.9535 0.7428 215
|
316 |
+
Toyota Prius 0.5512 0.5256 0.5381 215
|
317 |
+
Toyota Prius C 0.3390 0.8372 0.4826 215
|
318 |
+
Toyota RAV4 0.7368 0.1953 0.3088 215
|
319 |
+
Toyota Sequoia 0.7730 0.6651 0.7150 215
|
320 |
+
Toyota Sienna 0.6655 0.8472 0.7454 216
|
321 |
+
Toyota Supra 0.4413 0.9442 0.6015 215
|
322 |
+
Toyota Tacoma 0.6508 0.3796 0.4795 216
|
323 |
+
Toyota Tundra 0.5663 0.2176 0.3144 216
|
324 |
+
Toyota Yaris 0.5116 0.1019 0.1699 216
|
325 |
+
Toyota Yaris Hatchback 0.9954 1.0000 0.9977 216
|
326 |
+
Volkswagen Arteon 0.6056 1.0000 0.7544 215
|
327 |
+
Volkswagen Atlas 0.8520 0.7767 0.8127 215
|
328 |
+
Volkswagen Beetle 0.7373 0.7442 0.7407 215
|
329 |
+
Volkswagen Golf 0.5619 0.2731 0.3676 216
|
330 |
+
Volkswagen Jetta 0.3781 0.3519 0.3645 216
|
331 |
+
Volkswagen Passat 0.9412 0.0741 0.1373 216
|
332 |
+
Volkswagen Tiguan 0.9279 0.4791 0.6319 215
|
333 |
+
Volkswagen e-Golf 0.5072 0.9767 0.6677 215
|
334 |
+
Volvo S60 0.8000 0.0186 0.0364 215
|
335 |
+
Volvo S90 0.8571 0.6111 0.7135 216
|
336 |
+
Volvo V60 0.8172 0.3519 0.4919 216
|
337 |
+
Volvo V90 0.5089 0.9302 0.6579 215
|
338 |
+
Volvo XC40 0.8733 0.8935 0.8833 216
|
339 |
+
Volvo XC60 0.7217 0.3843 0.5015 216
|
340 |
+
Volvo XC90 0.8793 0.4722 0.6145 216
|
341 |
+
smart fortwo 0.7182 0.3674 0.4862 215
|
342 |
|
343 |
+
accuracy 0.6237 69639
|
344 |
+
macro avg 0.6771 0.6237 0.5977 69639
|
345 |
+
weighted avg 0.6771 0.6237 0.5976 69639
|
346 |
```
|