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
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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 1.0000 0.
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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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68 |
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Buick Enclave 0.
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69 |
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Buick Encore 0.
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70 |
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Buick Envision 0.
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Buick Lacrosse 0.
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Buick Regal
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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 1.0000 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 1.0000 0.
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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
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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
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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
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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 1.0000 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 1.0000 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
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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 1.0000 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 0.0000 0.0000 0.0000 216
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-
Mercedes-Benz CLA Class
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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 215
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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.
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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
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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: 0.5659
|
13 |
+
F1 Score: 0.5319
|
14 |
|
15 |
Classification report:
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16 |
|
17 |
precision recall f1-score support
|
18 |
|
19 |
+
Acura ILX 0.2992 0.8279 0.4395 215
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+
Acura MDX 0.7094 0.3843 0.4985 216
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+
Acura NSX 0.6198 0.3472 0.4451 216
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+
Acura RDX 0.9062 0.1343 0.2339 216
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+
Acura RLX 0.7214 0.4698 0.5690 215
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+
Acura TLX 0.7160 0.5395 0.6154 215
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+
Alfa Romeo 4C 0.6396 0.8419 0.7269 215
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26 |
+
Alfa Romeo 4C Spider 0.9072 1.0000 0.9513 215
|
27 |
+
Alfa Romeo Giulia 0.6096 0.7083 0.6552 216
|
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+
Alfa Romeo Stelvio 0.5527 0.9023 0.6855 215
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29 |
+
Aston Martin DB11 0.6690 0.8889 0.7634 216
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30 |
+
Aston Martin DBS 0.4462 0.9213 0.6012 216
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31 |
+
Aston Martin Vanquish 0.8205 0.5926 0.6882 216
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32 |
+
Aston Martin Vantage 0.4975 0.4630 0.4796 216
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33 |
+
Audi A3 0.6234 0.2222 0.3276 216
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34 |
+
Audi A4 0.4800 0.5556 0.5150 216
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35 |
+
Audi A5 0.3611 0.4233 0.3897 215
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36 |
+
Audi A6 0.2392 0.4120 0.3027 216
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+
Audi A7 0.5750 0.1070 0.1804 215
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38 |
+
Audi A8 0.2293 0.7454 0.3508 216
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39 |
+
Audi Q3 0.7699 0.8519 0.8088 216
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+
Audi Q5 0.7843 0.5556 0.6504 216
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+
Audi Q7 0.5063 0.7488 0.6041 215
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42 |
+
Audi Q8 0.8704 0.6558 0.7480 215
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43 |
+
Audi R8 0.6250 0.3023 0.4075 215
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44 |
+
Audi TT 0.3879 0.7130 0.5024 216
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45 |
+
Audi e-tron 0.9777 0.8140 0.8883 215
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+
BMW 2-Series 0.4884 0.2917 0.3652 216
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47 |
+
BMW 3-Series 0.4773 0.1953 0.2772 215
|
48 |
+
BMW 4-Series 0.6111 0.4093 0.4903 215
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49 |
+
BMW 5-Series 0.6552 0.0880 0.1551 216
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50 |
+
BMW 6-Series 0.5493 0.1814 0.2727 215
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51 |
+
BMW 7-Series 0.3714 0.3611 0.3662 216
|
52 |
+
BMW 8-Series 0.8304 0.8884 0.8584 215
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53 |
+
BMW X1 0.7731 0.4279 0.5509 215
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54 |
+
BMW X2 0.9505 0.4465 0.6076 215
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55 |
+
BMW X3 0.6299 0.4491 0.5243 216
|
56 |
+
BMW X4 0.6759 0.4537 0.5429 216
|
57 |
+
BMW X5 1.0000 0.0463 0.0885 216
|
58 |
+
BMW X6 0.9211 0.1620 0.2756 216
|
59 |
+
BMW X7 0.7250 0.9398 0.8185 216
|
60 |
+
BMW Z4 0.4780 0.4028 0.4372 216
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61 |
+
BMW i3 0.7061 0.7454 0.7252 216
|
62 |
+
BMW i8 0.6006 0.8565 0.7061 216
|
63 |
+
Bentley Bentayga 0.7681 0.7361 0.7518 216
|
64 |
+
Bentley Continental GT 0.8833 0.2454 0.3841 216
|
65 |
+
Bentley Flying Spur 0.5949 0.5395 0.5659 215
|
66 |
+
Bentley Mulsanne 0.3883 0.6465 0.4852 215
|
67 |
+
Buick Cascada 0.7356 0.8930 0.8067 215
|
68 |
+
Buick Enclave 0.3841 0.7628 0.5109 215
|
69 |
+
Buick Encore 0.3762 0.8935 0.5295 216
|
70 |
+
Buick Envision 0.5843 0.9023 0.7093 215
|
71 |
+
Buick Lacrosse 0.3867 0.2685 0.3169 216
|
72 |
+
Buick Regal 1.0000 0.1302 0.2305 215
|
73 |
+
Cadillac ATS 0.8529 0.2685 0.4085 216
|
74 |
+
Cadillac CT4 0.8030 1.0000 0.8907 216
|
75 |
+
Cadillac CT5 0.6771 1.0000 0.8075 216
|
76 |
+
Cadillac CT6 0.8155 0.3889 0.5266 216
|
77 |
+
Cadillac CTS 0.4479 0.4000 0.4226 215
|
78 |
+
Cadillac Escalade 0.6082 0.5463 0.5756 216
|
79 |
+
Cadillac XT4 0.6808 0.9676 0.7992 216
|
80 |
+
Cadillac XT5 0.3987 0.8843 0.5496 216
|
81 |
+
Cadillac XT6 0.6022 1.0000 0.7517 215
|
82 |
+
Cadillac XTS 0.3240 0.8605 0.4707 215
|
83 |
+
Chevrolet Blazer 0.8579 0.7546 0.8030 216
|
84 |
+
Chevrolet Bolt EV 0.8000 0.8372 0.8182 215
|
85 |
+
Chevrolet Camaro 0.5115 0.3102 0.3862 216
|
86 |
+
Chevrolet Colorado 1.0000 0.1296 0.2295 216
|
87 |
+
Chevrolet Corvette 0.5683 0.3657 0.4451 216
|
88 |
+
Chevrolet Cruze 0.2632 0.0463 0.0787 216
|
89 |
+
Chevrolet Equinox 0.9697 0.1481 0.2570 216
|
90 |
+
Chevrolet Impala 0.2744 0.8194 0.4111 216
|
91 |
+
Chevrolet Malibu 0.2308 0.0140 0.0263 215
|
92 |
+
Chevrolet Silverado 1500 0.3644 0.3796 0.3719 216
|
93 |
+
Chevrolet Silverado 2500HD 0.4135 0.5093 0.4564 216
|
94 |
+
Chevrolet Sonic 0.6806 0.6019 0.6388 216
|
95 |
+
Chevrolet Spark 0.3394 0.9535 0.5006 215
|
96 |
+
Chevrolet Suburban 0.4903 0.5880 0.5347 216
|
97 |
+
Chevrolet Tahoe 0.4453 0.5674 0.4990 215
|
98 |
+
Chevrolet TrailBlazer 0.5455 0.8889 0.6761 216
|
99 |
+
Chevrolet Traverse 0.4565 0.6837 0.5475 215
|
100 |
+
Chevrolet Trax 0.7863 0.8519 0.8178 216
|
101 |
+
Chevrolet Volt 0.8250 0.3070 0.4475 215
|
102 |
+
Chrysler 300 0.6565 0.4000 0.4971 215
|
103 |
+
Chrysler Pacifica 0.8905 0.5648 0.6912 216
|
104 |
+
Dodge Challenger 0.6923 0.3349 0.4514 215
|
105 |
+
Dodge Charger 1.0000 0.0463 0.0885 216
|
106 |
+
Dodge Durango 0.5714 0.5395 0.5550 215
|
107 |
+
Dodge Grand Caravan 0.6590 0.9306 0.7716 216
|
108 |
+
Dodge Journey 0.6220 0.7315 0.6723 216
|
109 |
+
FIAT 124 Spider 0.4274 0.9676 0.5929 216
|
110 |
+
FIAT 500 0.8788 0.1349 0.2339 215
|
111 |
+
FIAT 500L 0.6262 0.9116 0.7424 215
|
112 |
+
FIAT 500X 0.7188 0.9583 0.8214 216
|
113 |
+
FIAT 500e 0.4431 0.9907 0.6123 216
|
114 |
+
Ferrari 488 GTB 0.4801 0.8380 0.6105 216
|
115 |
+
Ferrari GTC4Lusso 1.0000 1.0000 1.0000 216
|
116 |
+
Ferrari Portofino 0.9954 1.0000 0.9977 216
|
117 |
+
Ford Ecosport 0.5989 1.0000 0.7491 215
|
118 |
+
Ford Edge 1.0000 0.0186 0.0365 215
|
119 |
+
Ford Escape 0.9500 0.0880 0.1610 216
|
120 |
+
Ford Expedition 0.4328 0.4769 0.4537 216
|
121 |
+
Ford Explorer 0.8103 0.2176 0.3431 216
|
122 |
+
Ford F-150 0.4000 0.0648 0.1116 216
|
123 |
+
Ford Fiesta 0.5333 0.2222 0.3137 216
|
124 |
+
Ford Flex 0.6277 0.8000 0.7035 215
|
125 |
+
Ford Fusion 0.4545 0.2778 0.3448 216
|
126 |
+
Ford Mustang 0.7059 0.1111 0.1920 216
|
127 |
+
Ford Ranger 0.6057 0.6930 0.6464 215
|
128 |
+
Ford Super Duty F-250 0.8654 0.2083 0.3358 216
|
129 |
+
Ford Taurus 0.6742 0.5556 0.6091 216
|
130 |
+
Ford Transit Connect Wagon 0.8340 0.9116 0.8711 215
|
131 |
+
GMC Acadia 0.4424 0.6574 0.5289 216
|
132 |
+
GMC Canyon 0.3471 0.4698 0.3992 215
|
133 |
+
GMC Sierra 1500 0.2754 0.3519 0.3089 216
|
134 |
+
GMC Sierra 2500HD 0.2209 0.5907 0.3215 215
|
135 |
+
GMC Terrain 0.7647 0.1204 0.2080 216
|
136 |
+
GMC Yukon 0.5051 0.6977 0.5859 215
|
137 |
+
Genesis G70 0.9234 0.8935 0.9082 216
|
138 |
+
Genesis G80 0.4930 0.8140 0.6140 215
|
139 |
+
Genesis G90 0.5224 0.6512 0.5797 215
|
140 |
+
Honda Accord 0.2393 0.1296 0.1682 216
|
141 |
+
Honda CR-V 0.3949 0.5070 0.4440 215
|
142 |
+
Honda Civic 0.5000 0.0648 0.1148 216
|
143 |
+
Honda Clarity 0.9128 0.6326 0.7473 215
|
144 |
+
Honda Fit 0.4498 0.4352 0.4424 216
|
145 |
+
Honda HR-V 0.8167 0.6837 0.7443 215
|
146 |
+
Honda Insight 0.8592 0.2824 0.4251 216
|
147 |
+
Honda Odyssey 0.4765 0.7070 0.5693 215
|
148 |
+
Honda Passport 0.4668 0.9163 0.6185 215
|
149 |
+
Honda Pilot 0.7241 0.0972 0.1714 216
|
150 |
+
Honda Ridgeline 0.5591 0.5694 0.5642 216
|
151 |
+
Hyundai Accent 0.2849 0.6898 0.4032 216
|
152 |
+
Hyundai Elantra 0.3000 0.0279 0.0511 215
|
153 |
+
Hyundai Ioniq 0.6865 0.5907 0.6350 215
|
154 |
+
Hyundai Kona 0.7331 0.9070 0.8108 215
|
155 |
+
Hyundai Kona Electric 0.7215 1.0000 0.8382 215
|
156 |
+
Hyundai NEXO 0.9862 1.0000 0.9931 215
|
157 |
+
Hyundai Palisade 0.8805 0.9213 0.9005 216
|
158 |
+
Hyundai Santa Fe 0.6471 0.1528 0.2472 216
|
159 |
+
Hyundai Sonata 0.5775 0.1898 0.2857 216
|
160 |
+
Hyundai Tucson 0.9459 0.1628 0.2778 215
|
161 |
+
Hyundai Veloster 0.5508 0.6558 0.5987 215
|
162 |
+
Hyundai Venue 0.8276 1.0000 0.9057 216
|
163 |
+
INFINITI Q50 0.7931 0.2140 0.3370 215
|
164 |
+
INFINITI Q60 0.5015 0.7731 0.6084 216
|
165 |
+
INFINITI Q70 0.2025 0.8889 0.3299 216
|
166 |
+
INFINITI QX30 0.7465 1.0000 0.8549 215
|
167 |
+
INFINITI QX50 0.8899 0.4491 0.5969 216
|
168 |
+
INFINITI QX60 0.8049 0.3056 0.4430 216
|
169 |
+
INFINITI QX80 0.7981 0.7685 0.7830 216
|
170 |
+
Jaguar E-Pace 0.8325 0.7361 0.7813 216
|
171 |
+
Jaguar F-Pace 0.9367 0.3426 0.5017 216
|
172 |
+
Jaguar F-Type 1.0000 0.1296 0.2295 216
|
173 |
+
Jaguar I-Pace 0.8899 0.4491 0.5969 216
|
174 |
+
Jaguar XE 0.7350 0.4000 0.5181 215
|
175 |
+
Jaguar XF 0.4286 0.0139 0.0269 216
|
176 |
+
Jaguar XJ 0.6716 0.2083 0.3180 216
|
177 |
+
Jeep Cherokee 0.4766 0.7083 0.5698 216
|
178 |
+
Jeep Compass 0.6798 0.5628 0.6158 215
|
179 |
+
Jeep Gladiator 0.7129 1.0000 0.8324 216
|
180 |
+
Jeep Grand Cherokee 0.8919 0.3056 0.4552 216
|
181 |
+
Jeep Renegade 0.7207 0.9721 0.8277 215
|
182 |
+
Jeep Wrangler 0.7773 0.9213 0.8432 216
|
183 |
+
Kia Cadenza 0.3904 0.7535 0.5143 215
|
184 |
+
Kia Forte 0.1712 0.3750 0.2351 216
|
185 |
+
Kia K900 0.7074 0.8843 0.7860 216
|
186 |
+
Kia Niro 0.7288 0.3981 0.5150 216
|
187 |
+
Kia Optima 0.4380 0.2465 0.3155 215
|
188 |
+
Kia Rio 0.2946 0.4583 0.3587 216
|
189 |
+
Kia Sedona 0.5907 0.7116 0.6456 215
|
190 |
+
Kia Sorento 1.0000 0.0602 0.1135 216
|
191 |
+
Kia Soul 0.8462 0.1528 0.2588 216
|
192 |
+
Kia Soul EV 0.6635 0.9628 0.7856 215
|
193 |
+
Kia Sportage 0.3707 0.6465 0.4712 215
|
194 |
+
Kia Stinger 0.9667 0.8093 0.8810 215
|
195 |
+
Kia Telluride 0.5374 0.9349 0.6825 215
|
196 |
+
Lamborghini Aventador 0.7554 0.9722 0.8502 216
|
197 |
+
Lamborghini Huracan 0.5273 0.8093 0.6385 215
|
198 |
+
Lamborghini Urus 0.3892 1.0000 0.5603 216
|
199 |
+
Land Rover Defender 0.4747 1.0000 0.6438 216
|
200 |
+
Land Rover Discovery 1.0000 0.2454 0.3941 216
|
201 |
+
Land Rover Discovery Sport 0.5958 0.7953 0.6813 215
|
202 |
+
Land Rover Range Rover 0.4737 0.3349 0.3924 215
|
203 |
+
Land Rover Range Rover Evoque 0.8980 0.2047 0.3333 215
|
204 |
+
Land Rover Range Rover Sport 0.6400 0.0741 0.1328 216
|
205 |
+
Land Rover Range Rover Velar 0.9649 0.5093 0.6667 216
|
206 |
+
Lexus ES 0.3559 0.1953 0.2523 215
|
207 |
+
Lexus GS 0.5760 0.3349 0.4235 215
|
208 |
+
Lexus GX 0.7529 0.9028 0.8211 216
|
209 |
+
Lexus IS 0.4969 0.3750 0.4274 216
|
210 |
+
Lexus LC 0.7222 0.8465 0.7794 215
|
211 |
+
Lexus LS 0.4637 0.6806 0.5516 216
|
212 |
+
Lexus LX 0.7619 0.2233 0.3453 215
|
213 |
+
Lexus NX 0.4986 0.8056 0.6159 216
|
214 |
+
Lexus RC 0.7500 0.2778 0.4054 216
|
215 |
+
Lexus RX 0.5833 0.4213 0.4892 216
|
216 |
+
Lexus UX 1.0000 0.6806 0.8099 216
|
217 |
+
Lincoln Aviator 0.6611 0.5535 0.6025 215
|
218 |
+
Lincoln Continental 0.7500 0.5278 0.6196 216
|
219 |
+
Lincoln Corsair 0.7586 0.9209 0.8319 215
|
220 |
+
Lincoln MKC 0.3480 0.8796 0.4987 216
|
221 |
+
Lincoln MKT 0.7802 0.6605 0.7154 215
|
222 |
+
Lincoln MKZ 0.6854 0.5648 0.6193 216
|
223 |
+
Lincoln Nautilus 0.6517 0.8750 0.7470 216
|
224 |
+
Lincoln Navigator 0.4654 0.4676 0.4665 216
|
225 |
+
MINI Clubman 0.6783 0.8102 0.7384 216
|
226 |
+
MINI Cooper 0.5720 0.6991 0.6292 216
|
227 |
+
MINI Cooper Countryman 0.6915 0.6019 0.6436 216
|
228 |
+
Maserati Ghibli 0.4225 0.9256 0.5802 215
|
229 |
+
Maserati GranTurismo 0.6979 0.3102 0.4295 216
|
230 |
+
Maserati Levante 0.9829 0.7963 0.8798 216
|
231 |
+
Maserati Quattroporte 0.4902 0.8140 0.6119 215
|
232 |
+
Mazda CX-3 0.5339 0.8791 0.6643 215
|
233 |
+
Mazda CX-30 0.8398 1.0000 0.9130 215
|
234 |
+
Mazda CX-5 0.6667 0.0370 0.0702 216
|
235 |
+
Mazda CX-9 0.5639 0.5953 0.5792 215
|
236 |
+
Mazda MAZDA3 0.6071 0.0787 0.1393 216
|
237 |
+
Mazda MAZDA6 0.3352 0.5648 0.4207 216
|
238 |
+
Mazda MX-5 Miata 0.6071 0.1574 0.2500 216
|
239 |
+
Mazda Mazda3 Hatchback 0.9863 1.0000 0.9931 216
|
240 |
+
McLaren 570GT 0.9773 1.0000 0.9885 215
|
241 |
+
McLaren 570S 0.8811 1.0000 0.9368 215
|
242 |
+
McLaren 720S 0.5808 0.9860 0.7310 215
|
243 |
+
Mercedes-Benz A Class 0.6698 1.0000 0.8022 215
|
244 |
+
Mercedes-Benz AMG GT 0.5652 0.3611 0.4407 216
|
245 |
Mercedes-Benz C Class 0.0000 0.0000 0.0000 216
|
246 |
+
Mercedes-Benz CLA Class 1.0000 0.0977 0.1780 215
|
247 |
+
Mercedes-Benz CLS Class 0.6667 0.0648 0.1181 216
|
248 |
+
Mercedes-Benz E Class 0.4805 0.1713 0.2526 216
|
249 |
+
Mercedes-Benz EQC 0.7313 1.0000 0.8448 215
|
250 |
+
Mercedes-Benz G Class 0.7181 0.6250 0.6683 216
|
251 |
+
Mercedes-Benz GLA Class 0.5123 0.6759 0.5828 216
|
252 |
+
Mercedes-Benz GLB Class 0.3966 0.9721 0.5633 215
|
253 |
+
Mercedes-Benz GLC Class 0.8621 0.1163 0.2049 215
|
254 |
+
Mercedes-Benz GLE Class 0.5775 0.3796 0.4581 216
|
255 |
+
Mercedes-Benz GLS Class 0.5422 0.8333 0.6569 216
|
256 |
+
Mercedes-Benz Metris 0.7455 0.9674 0.8421 215
|
257 |
+
Mercedes-Benz S Class 0.3714 0.0605 0.1040 215
|
258 |
+
Mercedes-Benz SL Class 0.4303 0.6574 0.5201 216
|
259 |
+
Mercedes-Benz SLC Class 0.7720 0.6930 0.7304 215
|
260 |
+
Mitsubishi Eclipse Cross 0.6136 1.0000 0.7606 216
|
261 |
+
Mitsubishi Mirage 0.4055 0.6186 0.4899 215
|
262 |
+
Mitsubishi Outlander 0.7604 0.3395 0.4695 215
|
263 |
+
Mitsubishi Outlander Sport 0.4572 0.5694 0.5072 216
|
264 |
+
Nissan 370Z 0.7908 0.5602 0.6558 216
|
265 |
+
Nissan Altima 0.3786 0.4279 0.4017 215
|
266 |
+
Nissan Armada 0.6450 0.6898 0.6667 216
|
267 |
+
Nissan Frontier 0.5247 0.6389 0.5762 216
|
268 |
+
Nissan GT-R 0.6186 0.2778 0.3834 216
|
269 |
+
Nissan Kicks 0.6324 1.0000 0.7748 215
|
270 |
+
Nissan Leaf 0.6556 0.2731 0.3856 216
|
271 |
+
Nissan Maxima 0.4895 0.7546 0.5938 216
|
272 |
+
Nissan Murano 0.9655 0.3889 0.5545 216
|
273 |
+
Nissan NV200 0.8084 0.9814 0.8866 215
|
274 |
+
Nissan Pathfinder 0.6750 0.2512 0.3661 215
|
275 |
+
Nissan Rogue 0.6914 0.5185 0.5926 216
|
276 |
+
Nissan Rogue Sport 0.8274 0.6465 0.7258 215
|
277 |
+
Nissan Sentra 0.6538 0.0787 0.1405 216
|
278 |
+
Nissan Titan 0.4211 0.0741 0.1260 216
|
279 |
+
Nissan Versa 0.2863 0.3194 0.3020 216
|
280 |
+
Porsche 718 0.2922 0.8981 0.4409 216
|
281 |
+
Porsche 718 Spyder 0.9729 1.0000 0.9862 215
|
282 |
+
Porsche 911 0.6724 0.1814 0.2857 215
|
283 |
+
Porsche Cayenne 0.6842 0.3611 0.4727 216
|
284 |
+
Porsche Macan 0.9697 0.4465 0.6115 215
|
285 |
+
Porsche Panamera 0.5667 0.1574 0.2464 216
|
286 |
+
Porsche Taycan 0.5124 0.9537 0.6667 216
|
287 |
+
Ram 1500 0.3140 0.6047 0.4134 215
|
288 |
+
Ram 2500 0.4576 0.5741 0.5092 216
|
289 |
+
Rolls-Royce Cullinan 0.8206 1.0000 0.9015 215
|
290 |
+
Rolls-Royce Dawn 0.7072 1.0000 0.8285 215
|
291 |
+
Rolls-Royce Ghost 0.3853 0.8009 0.5203 216
|
292 |
+
Rolls-Royce Phantom 0.4403 0.9953 0.6106 215
|
293 |
+
Rolls-Royce Wraith 0.9812 0.9721 0.9766 215
|
294 |
+
Subaru Ascent 0.5414 0.7907 0.6427 215
|
295 |
+
Subaru BRZ 0.7162 0.4907 0.5824 216
|
296 |
+
Subaru Crosstrek 0.8729 0.4769 0.6168 216
|
297 |
+
Subaru Forester 0.6145 0.4744 0.5354 215
|
298 |
+
Subaru Impreza 0.4000 0.0093 0.0181 216
|
299 |
+
Subaru Legacy 0.3158 0.0556 0.0945 216
|
300 |
+
Subaru Outback 0.4198 0.6326 0.5046 215
|
301 |
Subaru STI S209 1.0000 1.0000 1.0000 215
|
302 |
+
Subaru WRX 0.4645 0.6065 0.5261 216
|
303 |
+
Tesla Model 3 0.7133 0.9721 0.8228 215
|
304 |
+
Tesla Model S 0.8261 0.1759 0.2901 216
|
305 |
+
Tesla Model X 0.8135 0.9491 0.8761 216
|
306 |
+
Tesla Model Y 0.9643 1.0000 0.9818 216
|
307 |
+
Toyota 4Runner 0.4880 0.7581 0.5938 215
|
308 |
+
Toyota 86 0.7500 1.0000 0.8571 216
|
309 |
+
Toyota Avalon 0.7013 0.5023 0.5854 215
|
310 |
+
Toyota C-HR 0.7727 0.8657 0.8166 216
|
311 |
+
Toyota Camry 0.2293 0.4491 0.3036 216
|
312 |
+
Toyota Corolla 0.4583 0.2047 0.2830 215
|
313 |
+
Toyota Highlander 0.6949 0.1898 0.2982 216
|
314 |
+
Toyota Land Cruiser 0.5222 0.7116 0.6024 215
|
315 |
+
Toyota Mirai 0.6113 0.9537 0.7450 216
|
316 |
+
Toyota Prius 0.6094 0.3611 0.4535 216
|
317 |
+
Toyota Prius C 0.3043 0.8279 0.4450 215
|
318 |
+
Toyota RAV4 0.6944 0.1157 0.1984 216
|
319 |
+
Toyota Sequoia 0.6507 0.6296 0.6400 216
|
320 |
+
Toyota Sienna 0.5541 0.7593 0.6406 216
|
321 |
+
Toyota Supra 0.3903 0.9306 0.5499 216
|
322 |
+
Toyota Tacoma 0.5577 0.2685 0.3625 216
|
323 |
+
Toyota Tundra 0.4032 0.1157 0.1799 216
|
324 |
+
Toyota Yaris 0.2500 0.0741 0.1143 216
|
325 |
+
Toyota Yaris Hatchback 0.9954 1.0000 0.9977 216
|
326 |
+
Volkswagen Arteon 0.6085 1.0000 0.7566 216
|
327 |
+
Volkswagen Atlas 0.8090 0.6667 0.7310 216
|
328 |
+
Volkswagen Beetle 0.7050 0.6528 0.6779 216
|
329 |
+
Volkswagen Golf 0.4430 0.1620 0.2373 216
|
330 |
+
Volkswagen Jetta 0.3471 0.1953 0.2500 215
|
331 |
+
Volkswagen Passat 0.6667 0.0093 0.0183 216
|
332 |
+
Volkswagen Tiguan 0.9206 0.2685 0.4158 216
|
333 |
+
Volkswagen e-Golf 0.4505 0.9259 0.6061 216
|
334 |
+
Volvo S60 0.8000 0.0186 0.0364 215
|
335 |
+
Volvo S90 0.8725 0.4120 0.5597 216
|
336 |
+
Volvo V60 0.8354 0.3070 0.4490 215
|
337 |
+
Volvo V90 0.5090 0.9213 0.6557 216
|
338 |
+
Volvo XC40 0.8018 0.8426 0.8217 216
|
339 |
+
Volvo XC60 0.5229 0.2651 0.3519 215
|
340 |
+
Volvo XC90 0.8636 0.4419 0.5846 215
|
341 |
+
smart fortwo 0.6566 0.3009 0.4127 216
|
342 |
|
343 |
+
accuracy 0.5659 69639
|
344 |
+
macro avg 0.6335 0.5661 0.5319 69639
|
345 |
+
weighted avg 0.6335 0.5659 0.5319 69639
|
346 |
```
|