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 0.9537 0.4769 0.6358 216
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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 0.
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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
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Ferrari Portofino
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Ford Ecosport 0.
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Ford Edge 0.
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Ford Escape
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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.
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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 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 0.7308 0.9676 0.8327 216
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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 0.
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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.
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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
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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 0.7765 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 0.7248 1.0000 0.8405 216
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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.
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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 0.
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Volkswagen Tiguan 0.
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Volkswagen e-Golf 0.4860 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: 0.6337
|
13 |
+
F1 Score: 0.6068
|
14 |
|
15 |
Classification report:
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16 |
|
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precision recall f1-score support
|
18 |
|
19 |
+
Acura ILX 0.3357 0.8704 0.4845 216
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+
Acura MDX 0.8217 0.4930 0.6163 215
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+
Acura NSX 0.6860 0.3843 0.4926 216
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+
Acura RDX 0.9286 0.2407 0.3824 216
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+
Acura RLX 0.6548 0.5093 0.5729 216
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+
Acura TLX 0.6927 0.5767 0.6294 215
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+
Alfa Romeo 4C 0.7004 0.8657 0.7743 216
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26 |
+
Alfa Romeo 4C Spider 0.9188 1.0000 0.9577 215
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27 |
+
Alfa Romeo Giulia 0.6531 0.7407 0.6941 216
|
28 |
+
Alfa Romeo Stelvio 0.5971 0.9676 0.7385 216
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29 |
+
Aston Martin DB11 0.6754 0.9537 0.7908 216
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30 |
+
Aston Martin DBS 0.5360 0.9306 0.6802 216
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31 |
+
Aston Martin Vanquish 0.7596 0.7315 0.7453 216
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32 |
+
Aston Martin Vantage 0.4476 0.5163 0.4795 215
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33 |
+
Audi A3 0.6355 0.3148 0.4211 216
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+
Audi A4 0.4309 0.6065 0.5038 216
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+
Audi A5 0.4170 0.5256 0.4650 215
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+
Audi A6 0.2853 0.5046 0.3645 216
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+
Audi A7 0.4545 0.1389 0.2128 216
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+
Audi A8 0.2934 0.7860 0.4273 215
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39 |
+
Audi Q3 0.8033 0.8889 0.8440 216
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+
Audi Q5 0.8098 0.6140 0.6984 215
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41 |
+
Audi Q7 0.5105 0.7907 0.6204 215
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42 |
+
Audi Q8 0.9804 0.6944 0.8130 216
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43 |
+
Audi R8 0.6815 0.4259 0.5242 216
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44 |
+
Audi TT 0.4005 0.8047 0.5348 215
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45 |
+
Audi e-tron 0.9845 0.8796 0.9291 216
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46 |
+
BMW 2-Series 0.5783 0.4444 0.5026 216
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+
BMW 3-Series 0.5294 0.3333 0.4091 216
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+
BMW 4-Series 0.6398 0.5509 0.5920 216
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+
BMW 5-Series 0.7885 0.1907 0.3071 215
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+
BMW 6-Series 0.6932 0.2837 0.4026 215
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51 |
+
BMW 7-Series 0.5140 0.4259 0.4658 216
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52 |
+
BMW 8-Series 0.8458 0.9398 0.8904 216
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53 |
+
BMW X1 0.8542 0.5721 0.6852 215
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BMW X2 0.9537 0.4769 0.6358 216
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+
BMW X3 0.6022 0.5046 0.5491 216
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+
BMW X4 0.7943 0.6465 0.7128 215
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+
BMW X5 0.9286 0.0605 0.1135 215
|
58 |
+
BMW X6 0.9091 0.2326 0.3704 215
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59 |
+
BMW X7 0.7544 1.0000 0.8600 215
|
60 |
+
BMW Z4 0.6303 0.4815 0.5459 216
|
61 |
+
BMW i3 0.7448 0.8279 0.7841 215
|
62 |
+
BMW i8 0.6667 0.8930 0.7634 215
|
63 |
+
Bentley Bentayga 0.7960 0.9213 0.8541 216
|
64 |
+
Bentley Continental GT 0.9286 0.3611 0.5200 216
|
65 |
+
Bentley Flying Spur 0.6124 0.5953 0.6038 215
|
66 |
+
Bentley Mulsanne 0.5188 0.8287 0.6381 216
|
67 |
+
Buick Cascada 0.7472 0.9349 0.8306 215
|
68 |
+
Buick Enclave 0.4470 0.8194 0.5784 216
|
69 |
+
Buick Encore 0.4159 0.8935 0.5676 216
|
70 |
+
Buick Envision 0.7177 0.9769 0.8275 216
|
71 |
+
Buick Lacrosse 0.4514 0.3009 0.3611 216
|
72 |
+
Buick Regal 0.9500 0.0880 0.1610 216
|
73 |
+
Cadillac ATS 0.7241 0.3907 0.5076 215
|
74 |
+
Cadillac CT4 0.9188 1.0000 0.9577 215
|
75 |
+
Cadillac CT5 0.8144 1.0000 0.8977 215
|
76 |
+
Cadillac CT6 0.8045 0.4977 0.6149 215
|
77 |
+
Cadillac CTS 0.5613 0.4028 0.4690 216
|
78 |
+
Cadillac Escalade 0.7514 0.6296 0.6851 216
|
79 |
+
Cadillac XT4 0.7855 1.0000 0.8798 216
|
80 |
+
Cadillac XT5 0.3985 0.9581 0.5628 215
|
81 |
+
Cadillac XT6 0.7970 1.0000 0.8871 216
|
82 |
+
Cadillac XTS 0.3167 0.8796 0.4657 216
|
83 |
+
Chevrolet Blazer 0.8774 0.8651 0.8712 215
|
84 |
+
Chevrolet Bolt EV 0.9159 0.9116 0.9138 215
|
85 |
+
Chevrolet Camaro 0.6695 0.3657 0.4731 216
|
86 |
+
Chevrolet Colorado 0.5970 0.1860 0.2837 215
|
87 |
+
Chevrolet Corvette 0.6242 0.4537 0.5255 216
|
88 |
+
Chevrolet Cruze 0.4681 0.1023 0.1679 215
|
89 |
+
Chevrolet Equinox 0.9000 0.2093 0.3396 215
|
90 |
+
Chevrolet Impala 0.3489 0.8287 0.4911 216
|
91 |
+
Chevrolet Malibu 0.5185 0.0648 0.1152 216
|
92 |
+
Chevrolet Silverado 1500 0.4017 0.4465 0.4229 215
|
93 |
+
Chevrolet Silverado 2500HD 0.3653 0.5648 0.4436 216
|
94 |
+
Chevrolet Sonic 0.7656 0.6806 0.7206 216
|
95 |
+
Chevrolet Spark 0.4397 0.9630 0.6038 216
|
96 |
+
Chevrolet Suburban 0.5636 0.7176 0.6314 216
|
97 |
+
Chevrolet Tahoe 0.5580 0.5814 0.5695 215
|
98 |
+
Chevrolet TrailBlazer 0.7190 0.9120 0.8041 216
|
99 |
+
Chevrolet Traverse 0.5959 0.6791 0.6348 215
|
100 |
+
Chevrolet Trax 0.8383 0.9163 0.8756 215
|
101 |
+
Chevrolet Volt 0.8846 0.4279 0.5768 215
|
102 |
+
Chrysler 300 0.6853 0.4558 0.5475 215
|
103 |
+
Chrysler Pacifica 0.9057 0.6698 0.7701 215
|
104 |
+
Dodge Challenger 0.7226 0.4583 0.5609 216
|
105 |
+
Dodge Charger 0.9412 0.0744 0.1379 215
|
106 |
+
Dodge Durango 0.7225 0.6991 0.7106 216
|
107 |
+
Dodge Grand Caravan 0.7270 0.9491 0.8233 216
|
108 |
+
Dodge Journey 0.6241 0.8148 0.7068 216
|
109 |
+
FIAT 124 Spider 0.4612 0.9630 0.6237 216
|
110 |
+
FIAT 500 0.6494 0.2315 0.3413 216
|
111 |
+
FIAT 500L 0.7109 0.9676 0.8196 216
|
112 |
+
FIAT 500X 0.7917 0.9676 0.8708 216
|
113 |
+
FIAT 500e 0.5232 0.9953 0.6859 215
|
114 |
+
Ferrari 488 GTB 0.5954 0.8380 0.6962 216
|
115 |
+
Ferrari GTC4Lusso 1.0000 1.0000 1.0000 215
|
116 |
+
Ferrari Portofino 1.0000 1.0000 1.0000 216
|
117 |
+
Ford Ecosport 0.6526 1.0000 0.7898 216
|
118 |
+
Ford Edge 0.7500 0.0419 0.0793 215
|
119 |
+
Ford Escape 1.0000 0.1759 0.2992 216
|
120 |
+
Ford Expedition 0.5604 0.5370 0.5485 216
|
121 |
+
Ford Explorer 0.9041 0.3070 0.4583 215
|
122 |
+
Ford F-150 0.4889 0.1019 0.1686 216
|
123 |
+
Ford Fiesta 0.6290 0.3611 0.4588 216
|
124 |
+
Ford Flex 0.7328 0.8380 0.7819 216
|
125 |
+
Ford Fusion 0.5325 0.3796 0.4432 216
|
126 |
+
Ford Mustang 0.8364 0.2130 0.3395 216
|
127 |
+
Ford Ranger 0.7407 0.7442 0.7425 215
|
128 |
+
Ford Super Duty F-250 0.7928 0.4093 0.5399 215
|
129 |
+
Ford Taurus 0.6058 0.5860 0.5957 215
|
130 |
+
Ford Transit Connect Wagon 0.8915 0.8750 0.8832 216
|
131 |
+
GMC Acadia 0.5424 0.8287 0.6557 216
|
132 |
+
GMC Canyon 0.3701 0.5302 0.4359 215
|
133 |
+
GMC Sierra 1500 0.3301 0.3163 0.3230 215
|
134 |
+
GMC Sierra 2500HD 0.3480 0.5509 0.4265 216
|
135 |
+
GMC Terrain 0.7975 0.2930 0.4286 215
|
136 |
+
GMC Yukon 0.6604 0.8140 0.7292 215
|
137 |
+
Genesis G70 0.9522 0.9256 0.9387 215
|
138 |
+
Genesis G80 0.4935 0.8843 0.6335 216
|
139 |
+
Genesis G90 0.5238 0.7130 0.6039 216
|
140 |
+
Honda Accord 0.2529 0.1019 0.1452 216
|
141 |
+
Honda CR-V 0.4118 0.5833 0.4828 216
|
142 |
+
Honda Civic 0.5250 0.0972 0.1641 216
|
143 |
+
Honda Clarity 0.8701 0.6204 0.7243 216
|
144 |
+
Honda Fit 0.5571 0.5648 0.5609 216
|
145 |
+
Honda HR-V 0.8663 0.7535 0.8060 215
|
146 |
+
Honda Insight 0.9481 0.3395 0.5000 215
|
147 |
+
Honda Odyssey 0.5892 0.8140 0.6836 215
|
148 |
+
Honda Passport 0.5535 0.9860 0.7090 215
|
149 |
+
Honda Pilot 0.6667 0.1953 0.3022 215
|
150 |
+
Honda Ridgeline 0.6087 0.7163 0.6581 215
|
151 |
+
Hyundai Accent 0.3178 0.6977 0.4367 215
|
152 |
+
Hyundai Elantra 0.4872 0.0880 0.1490 216
|
153 |
+
Hyundai Ioniq 0.6250 0.7176 0.6681 216
|
154 |
+
Hyundai Kona 0.8540 0.8977 0.8753 215
|
155 |
+
Hyundai Kona Electric 0.7544 1.0000 0.8600 215
|
156 |
+
Hyundai NEXO 0.9862 1.0000 0.9931 215
|
157 |
+
Hyundai Palisade 0.9348 0.9954 0.9641 216
|
158 |
+
Hyundai Santa Fe 0.7619 0.1488 0.2490 215
|
159 |
+
Hyundai Sonata 0.6098 0.2326 0.3367 215
|
160 |
+
Hyundai Tucson 0.9667 0.2698 0.4218 215
|
161 |
+
Hyundai Veloster 0.6972 0.8140 0.7511 215
|
162 |
+
Hyundai Venue 0.9513 1.0000 0.9751 215
|
163 |
+
INFINITI Q50 0.8462 0.3565 0.5016 216
|
164 |
+
INFINITI Q60 0.5457 0.8047 0.6504 215
|
165 |
+
INFINITI Q70 0.3019 0.8930 0.4512 215
|
166 |
+
INFINITI QX30 0.8571 1.0000 0.9231 216
|
167 |
+
INFINITI QX50 0.9355 0.5370 0.6824 216
|
168 |
+
INFINITI QX60 0.9402 0.5093 0.6607 216
|
169 |
+
INFINITI QX80 0.7344 0.8194 0.7746 216
|
170 |
+
Jaguar E-Pace 0.8711 0.9074 0.8889 216
|
171 |
+
Jaguar F-Pace 0.8571 0.4444 0.5854 216
|
172 |
+
Jaguar F-Type 0.8333 0.1389 0.2381 216
|
173 |
+
Jaguar I-Pace 0.8867 0.6186 0.7288 215
|
174 |
+
Jaguar XE 0.7333 0.5093 0.6011 216
|
175 |
+
Jaguar XF 0.6364 0.0326 0.0619 215
|
176 |
+
Jaguar XJ 0.6630 0.2824 0.3961 216
|
177 |
+
Jeep Cherokee 0.5768 0.7824 0.6640 216
|
178 |
+
Jeep Compass 0.7473 0.6296 0.6834 216
|
179 |
+
Jeep Gladiator 0.8704 1.0000 0.9307 215
|
180 |
+
Jeep Grand Cherokee 0.9036 0.3472 0.5017 216
|
181 |
+
Jeep Renegade 0.7978 0.9861 0.8820 216
|
182 |
+
Jeep Wrangler 0.8481 0.9306 0.8874 216
|
183 |
+
Kia Cadenza 0.4348 0.7442 0.5489 215
|
184 |
+
Kia Forte 0.2184 0.4398 0.2919 216
|
185 |
+
Kia K900 0.7556 0.9444 0.8395 216
|
186 |
+
Kia Niro 0.8263 0.6419 0.7225 215
|
187 |
+
Kia Optima 0.5000 0.3814 0.4327 215
|
188 |
+
Kia Rio 0.3799 0.4930 0.4291 215
|
189 |
+
Kia Sedona 0.7008 0.8605 0.7724 215
|
190 |
+
Kia Sorento 0.9091 0.1389 0.2410 216
|
191 |
+
Kia Soul 0.9583 0.3194 0.4792 216
|
192 |
Kia Soul EV 0.7308 0.9676 0.8327 216
|
193 |
+
Kia Sportage 0.4595 0.7395 0.5668 215
|
194 |
+
Kia Stinger 0.9747 0.8935 0.9324 216
|
195 |
+
Kia Telluride 0.5622 0.9630 0.7099 216
|
196 |
+
Lamborghini Aventador 0.8532 1.0000 0.9208 215
|
197 |
+
Lamborghini Huracan 0.6237 0.8519 0.7202 216
|
198 |
+
Lamborghini Urus 0.4706 1.0000 0.6400 216
|
199 |
+
Land Rover Defender 0.6279 1.0000 0.7714 216
|
200 |
+
Land Rover Discovery 0.9625 0.3581 0.5220 215
|
201 |
+
Land Rover Discovery Sport 0.5849 0.8651 0.6979 215
|
202 |
+
Land Rover Range Rover 0.4523 0.5070 0.4781 215
|
203 |
+
Land Rover Range Rover Evoque 0.9195 0.3704 0.5281 216
|
204 |
+
Land Rover Range Rover Sport 0.7708 0.1721 0.2814 215
|
205 |
+
Land Rover Range Rover Velar 0.9930 0.6574 0.7911 216
|
206 |
+
Lexus ES 0.4933 0.3426 0.4044 216
|
207 |
+
Lexus GS 0.5245 0.3488 0.4190 215
|
208 |
+
Lexus GX 0.7897 0.9256 0.8522 215
|
209 |
+
Lexus IS 0.5411 0.5787 0.5593 216
|
210 |
+
Lexus LC 0.7720 0.8977 0.8301 215
|
211 |
+
Lexus LS 0.5843 0.7222 0.6460 216
|
212 |
+
Lexus LX 0.7422 0.4398 0.5523 216
|
213 |
+
Lexus NX 0.6047 0.8426 0.7041 216
|
214 |
+
Lexus RC 0.8447 0.4028 0.5455 216
|
215 |
+
Lexus RX 0.7052 0.5648 0.6272 216
|
216 |
+
Lexus UX 0.9450 0.8791 0.9108 215
|
217 |
+
Lincoln Aviator 0.6796 0.6481 0.6635 216
|
218 |
+
Lincoln Continental 0.7202 0.6435 0.6797 216
|
219 |
+
Lincoln Corsair 0.8664 0.9306 0.8973 216
|
220 |
+
Lincoln MKC 0.4612 0.9116 0.6125 215
|
221 |
+
Lincoln MKT 0.7830 0.7721 0.7775 215
|
222 |
+
Lincoln MKZ 0.6857 0.6667 0.6761 216
|
223 |
+
Lincoln Nautilus 0.7358 0.9028 0.8108 216
|
224 |
+
Lincoln Navigator 0.6697 0.6759 0.6728 216
|
225 |
+
MINI Clubman 0.7250 0.8056 0.7632 216
|
226 |
+
MINI Cooper 0.6565 0.7963 0.7197 216
|
227 |
+
MINI Cooper Countryman 0.7547 0.7407 0.7477 216
|
228 |
+
Maserati Ghibli 0.5604 0.9444 0.7034 216
|
229 |
+
Maserati GranTurismo 0.8091 0.4120 0.5460 216
|
230 |
+
Maserati Levante 0.9798 0.9023 0.9395 215
|
231 |
+
Maserati Quattroporte 0.5460 0.8279 0.6580 215
|
232 |
+
Mazda CX-3 0.5952 0.9120 0.7203 216
|
233 |
+
Mazda CX-30 0.9114 1.0000 0.9536 216
|
234 |
+
Mazda CX-5 0.7949 0.1435 0.2431 216
|
235 |
+
Mazda CX-9 0.6432 0.6759 0.6591 216
|
236 |
+
Mazda MAZDA3 0.5370 0.1349 0.2156 215
|
237 |
+
Mazda MAZDA6 0.4239 0.6065 0.4990 216
|
238 |
+
Mazda MX-5 Miata 0.6882 0.2977 0.4156 215
|
239 |
+
Mazda Mazda3 Hatchback 0.9954 1.0000 0.9977 215
|
240 |
+
McLaren 570GT 0.9863 1.0000 0.9931 216
|
241 |
+
McLaren 570S 0.9686 1.0000 0.9841 216
|
242 |
+
McLaren 720S 0.6562 0.9722 0.7836 216
|
243 |
+
Mercedes-Benz A Class 0.7215 1.0000 0.8382 215
|
244 |
+
Mercedes-Benz AMG GT 0.6080 0.5602 0.5831 216
|
245 |
+
Mercedes-Benz C Class 0.6667 0.0093 0.0183 216
|
246 |
+
Mercedes-Benz CLA Class 0.9815 0.2454 0.3926 216
|
247 |
+
Mercedes-Benz CLS Class 0.6167 0.1713 0.2681 216
|
248 |
+
Mercedes-Benz E Class 0.4545 0.2315 0.3067 216
|
249 |
+
Mercedes-Benz EQC 0.7970 1.0000 0.8871 216
|
250 |
+
Mercedes-Benz G Class 0.7758 0.8047 0.7900 215
|
251 |
+
Mercedes-Benz GLA Class 0.5704 0.7500 0.6480 216
|
252 |
+
Mercedes-Benz GLB Class 0.4941 0.9630 0.6531 216
|
253 |
+
Mercedes-Benz GLC Class 0.7333 0.2037 0.3188 216
|
254 |
+
Mercedes-Benz GLE Class 0.5722 0.4954 0.5310 216
|
255 |
+
Mercedes-Benz GLS Class 0.5718 0.9814 0.7226 215
|
256 |
+
Mercedes-Benz Metris 0.8353 0.9674 0.8966 215
|
257 |
+
Mercedes-Benz S Class 0.6056 0.1991 0.2997 216
|
258 |
+
Mercedes-Benz SL Class 0.4708 0.7860 0.5889 215
|
259 |
+
Mercedes-Benz SLC Class 0.7466 0.7639 0.7551 216
|
260 |
+
Mitsubishi Eclipse Cross 0.7167 1.0000 0.8350 215
|
261 |
+
Mitsubishi Mirage 0.5032 0.7222 0.5932 216
|
262 |
+
Mitsubishi Outlander 0.7730 0.5046 0.6106 216
|
263 |
+
Mitsubishi Outlander Sport 0.4860 0.6465 0.5549 215
|
264 |
+
Nissan 370Z 0.7765 0.6111 0.6839 216
|
265 |
+
Nissan Altima 0.4186 0.5000 0.4557 216
|
266 |
+
Nissan Armada 0.7349 0.7315 0.7332 216
|
267 |
+
Nissan Frontier 0.4718 0.6605 0.5504 215
|
268 |
+
Nissan GT-R 0.6098 0.3472 0.4425 216
|
269 |
Nissan Kicks 0.7248 1.0000 0.8405 216
|
270 |
+
Nissan Leaf 0.7411 0.3843 0.5061 216
|
271 |
+
Nissan Maxima 0.5549 0.8465 0.6703 215
|
272 |
+
Nissan Murano 0.9652 0.5163 0.6727 215
|
273 |
+
Nissan NV200 0.8606 1.0000 0.9251 216
|
274 |
+
Nissan Pathfinder 0.8351 0.3750 0.5176 216
|
275 |
+
Nissan Rogue 0.7419 0.6389 0.6866 216
|
276 |
+
Nissan Rogue Sport 0.8145 0.8372 0.8257 215
|
277 |
+
Nissan Sentra 0.7179 0.1302 0.2205 215
|
278 |
+
Nissan Titan 0.3636 0.0926 0.1476 216
|
279 |
+
Nissan Versa 0.3365 0.3287 0.3326 216
|
280 |
+
Porsche 718 0.4113 0.9488 0.5738 215
|
281 |
+
Porsche 718 Spyder 0.9954 1.0000 0.9977 215
|
282 |
+
Porsche 911 0.7424 0.2279 0.3488 215
|
283 |
+
Porsche Cayenne 0.7500 0.4444 0.5581 216
|
284 |
+
Porsche Macan 0.9905 0.4815 0.6480 216
|
285 |
+
Porsche Panamera 0.6322 0.2546 0.3630 216
|
286 |
+
Porsche Taycan 0.5365 0.9861 0.6949 216
|
287 |
+
Ram 1500 0.3569 0.5860 0.4437 215
|
288 |
+
Ram 2500 0.4545 0.6481 0.5344 216
|
289 |
+
Rolls-Royce Cullinan 0.8958 1.0000 0.9451 215
|
290 |
+
Rolls-Royce Dawn 0.7993 1.0000 0.8884 215
|
291 |
+
Rolls-Royce Ghost 0.4609 0.8194 0.5900 216
|
292 |
+
Rolls-Royce Phantom 0.5083 0.9907 0.6719 216
|
293 |
+
Rolls-Royce Wraith 0.9858 0.9721 0.9789 215
|
294 |
+
Subaru Ascent 0.5493 0.8558 0.6691 215
|
295 |
+
Subaru BRZ 0.7085 0.6528 0.6795 216
|
296 |
+
Subaru Crosstrek 0.9007 0.5880 0.7115 216
|
297 |
+
Subaru Forester 0.6221 0.4954 0.5515 216
|
298 |
+
Subaru Impreza 0.3750 0.0139 0.0268 216
|
299 |
+
Subaru Legacy 0.4464 0.1163 0.1845 215
|
300 |
+
Subaru Outback 0.3945 0.7963 0.5276 216
|
301 |
+
Subaru STI S209 1.0000 1.0000 1.0000 215
|
302 |
+
Subaru WRX 0.5542 0.6389 0.5935 216
|
303 |
+
Tesla Model 3 0.6954 0.9722 0.8108 216
|
304 |
+
Tesla Model S 0.9036 0.3472 0.5017 216
|
305 |
+
Tesla Model X 0.7717 0.9861 0.8659 216
|
306 |
+
Tesla Model Y 0.9863 1.0000 0.9931 216
|
307 |
+
Toyota 4Runner 0.5576 0.8558 0.6752 215
|
308 |
+
Toyota 86 0.8745 1.0000 0.9330 216
|
309 |
+
Toyota Avalon 0.7035 0.5628 0.6253 215
|
310 |
+
Toyota C-HR 0.8523 0.9395 0.8938 215
|
311 |
+
Toyota Camry 0.2700 0.4558 0.3391 215
|
312 |
+
Toyota Corolla 0.4583 0.4074 0.4314 216
|
313 |
+
Toyota Highlander 0.7627 0.2083 0.3273 216
|
314 |
+
Toyota Land Cruiser 0.5979 0.7814 0.6774 215
|
315 |
+
Toyota Mirai 0.5909 0.9630 0.7324 216
|
316 |
+
Toyota Prius 0.5236 0.5139 0.5187 216
|
317 |
+
Toyota Prius C 0.3516 0.8611 0.4993 216
|
318 |
+
Toyota RAV4 0.6792 0.1674 0.2687 215
|
319 |
+
Toyota Sequoia 0.7801 0.6898 0.7322 216
|
320 |
+
Toyota Sienna 0.6830 0.8380 0.7526 216
|
321 |
+
Toyota Supra 0.4728 0.9302 0.6270 215
|
322 |
+
Toyota Tacoma 0.5890 0.4000 0.4765 215
|
323 |
+
Toyota Tundra 0.5849 0.1435 0.2305 216
|
324 |
+
Toyota Yaris 0.4146 0.0787 0.1323 216
|
325 |
+
Toyota Yaris Hatchback 0.9954 1.0000 0.9977 215
|
326 |
+
Volkswagen Arteon 0.6225 1.0000 0.7673 216
|
327 |
+
Volkswagen Atlas 0.8341 0.7917 0.8124 216
|
328 |
+
Volkswagen Beetle 0.7234 0.7907 0.7556 215
|
329 |
+
Volkswagen Golf 0.4316 0.1898 0.2637 216
|
330 |
+
Volkswagen Jetta 0.4490 0.4093 0.4282 215
|
331 |
+
Volkswagen Passat 0.8333 0.0463 0.0877 216
|
332 |
+
Volkswagen Tiguan 0.9118 0.4306 0.5849 216
|
333 |
+
Volkswagen e-Golf 0.4860 0.9676 0.6471 216
|
334 |
+
Volvo S60 0.8333 0.0233 0.0452 215
|
335 |
+
Volvo S90 0.8117 0.5814 0.6775 215
|
336 |
+
Volvo V60 0.9091 0.3721 0.5281 215
|
337 |
+
Volvo V90 0.5363 0.9583 0.6877 216
|
338 |
+
Volvo XC40 0.8824 0.9070 0.8945 215
|
339 |
+
Volvo XC60 0.7686 0.4306 0.5519 216
|
340 |
+
Volvo XC90 0.8321 0.5278 0.6459 216
|
341 |
+
smart fortwo 0.7895 0.4167 0.5455 216
|
342 |
|
343 |
+
accuracy 0.6337 69639
|
344 |
+
macro avg 0.6831 0.6337 0.6068 69639
|
345 |
+
weighted avg 0.6831 0.6337 0.6068 69639
|
346 |
```
|