benchmark_cases.csv

text,expected_hs_code,category,language,notes
fresh boneless beef,020130,easy,en,common meat product
frozen boneless bovine meat for export,020230,easy,en,frozen meat variant
frozen shrimp 500g bag,030617,easy,en,common seafood
whole milk 3.5% fat,040120,easy,en,standard dairy
cheddar cheese block,040690,easy,en,common cheese
fresh tomatoes,070200,easy,en,basic vegetable
fresh red apples,080810,easy,en,common fruit
bananas fresh,080300,easy,en,top traded fruit
raw coffee beans unroasted,090111,easy,en,major commodity
white rice 25kg bag,100630,easy,en,staple grain
palm oil refined,151190,easy,en,major edible oil
cane sugar raw,170199,easy,en,basic commodity
sweet biscuits assorted,190531,easy,en,packaged food
bottled sparkling water flavored,220210,easy,en,common beverage
beer lager 330ml bottles,220300,easy,en,common alcohol
scotch whisky 700ml,220830,easy,en,spirits
crude petroleum oil,270900,easy,en,major commodity
polyethylene pellets LDPE,390110,easy,en,common plastic resin
car tyre 205/55R16 new,401110,easy,en,auto consumable
cotton t-shirts mens,610910,easy,en,basic garment
hot rolled steel coil 600mm,720839,easy,en,industrial steel
copper cathodes 99.99% purity,740311,easy,en,refined metal
laptop computer 14 inch,847130,easy,en,common electronics
smartphone Samsung Galaxy,851712,easy,en,ubiquitous device
lithium ion battery pack 48V,850760,easy,en,EV battery
sedan car 2000cc petrol engine,870323,easy,en,standard vehicle
wooden bedroom wardrobe,940350,easy,en,common furniture
tea,090210,edge_case,en,very short query - ambiguous
car parts,870899,edge_case,en,vague automotive
medicine,300490,edge_case,en,extremely generic
chips,854231,edge_case,en,ambiguous - food or electronics
oil,270900,edge_case,en,highly ambiguous
shoes,640399,edge_case,en,generic footwear
paper,480256,edge_case,en,very generic
plastic bags for groceries,392321,edge_case,en,everyday item
Galaxy S24 Ultra,851712,edge_case,en,brand name only
Nespresso coffee capsules,210111,edge_case,en,branded coffee product
Goodyear truck tyre 315/80R22.5,401120,edge_case,en,brand + specs
Jack Daniels Tennessee whiskey 750ml,220830,edge_case,en,brand name spirits
Nintendo Switch gaming console,950490,edge_case,en,brand - games vs electronics
surgical masks disposable,901890,edge_case,en,medical supply
USB-C charging cable,854239,edge_case,en,tech accessory
frozen cod fish fillet,030389,edge_case,en,specific fish species
stainless steel bolts M10,730890,edge_case,en,metal hardware
yoga pants women polyester,620462,edge_case,en,modern clothing description
aspirin tablets 500mg retail,300490,edge_case,en,OTC pharma
insecticide spray for mosquitoes,380891,edge_case,en,household chemical
PET bottles preform,390760,edge_case,en,industrial plastic
ข้าวหอมมะลิ,100630,multilingual,th,jasmine rice
กุ้งแช่แข็ง,030617,multilingual,th,frozen shrimp
รถยนต์ไฟฟ้า,870380,multilingual,th,electric car
โทรศัพท์มือถือ,851712,multilingual,th,mobile phone
ยางรถยนต์,401110,multilingual,th,car tyre
น้ำตาลทราย,170199,multilingual,th,granulated sugar
เสื้อยืดผ้าฝ้าย,610910,multilingual,th,cotton t-shirt
gạo trắng,100630,multilingual,vi,white rice
tôm đông lạnh,030617,multilingual,vi,frozen shrimp
cà phê nhân,090111,multilingual,vi,raw coffee beans
thép cuộn cán nóng,720839,multilingual,vi,hot rolled steel coil
điện thoại thông minh,851712,multilingual,vi,smartphone
xe ô tô điện,870380,multilingual,vi,electric car
dầu thô,270900,multilingual,vi,crude oil
笔记本电脑,847130,multilingual,zh,laptop computer
冷冻虾,030617,multilingual,zh,frozen shrimp
大米,100630,multilingual,zh,rice
锂电池,850760,multilingual,zh,lithium battery
棉质T恤,610910,multilingual,zh,cotton t-shirt
原油,270900,multilingual,zh,crude oil
English breakfast tea,090240,known_failure,en,black tea - code 090240 not in label space
matcha green tea powder,090210,known_failure,en,tea variant - model often confuses with other categories
oolong tea leaves 100g,090230,known_failure,en,semi-fermented tea - code 090230 not in label space
chamomile herbal tea bags,121190,known_failure,en,herbal infusion - not tea chapter - not in label space
fresh avocado,080440,known_failure,en,avocado code 080440 not in label space
quinoa grain organic,100850,known_failure,en,quinoa code 100850 not in label space
soy sauce 500ml bottle,210390,known_failure,en,soy sauce code 210390 not in label space
hand sanitizer gel 70% alcohol,380894,known_failure,en,sanitizer code 380894 not in label space
drone with 4K camera,880211,known_failure,en,UAV code not in label space
solar panel 400W monocrystalline,854140,known_failure,en,maps to photosensitive devices - often misclassified