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Math
Effortless
What is 1 + 1?
2
Math
Effortless
What is 2 + 2?
4
Math
Effortless
What is 3 + 1?
4
Math
Effortless
What is 5 - 2?
3
Math
Effortless
What is 10 - 1?
9
Math
Effortless
What is 4 + 3?
7
Math
Effortless
What is 6 + 2?
8
Math
Effortless
What is 8 - 3?
5
Math
Effortless
What is 7 - 4?
3
Math
Effortless
What is 9 + 0?
9
Math
Effortless
What is 0 + 5?
5
Math
Effortless
What is 1 + 9?
10
Math
Effortless
What is 3 + 3?
6
Math
Effortless
What is 2 + 5?
7
Math
Effortless
What is 6 - 1?
5
Math
Effortless
What is 10 - 5?
5
Math
Effortless
What is 4 + 4?
8
Math
Effortless
What is 7 + 2?
9
Math
Effortless
What is 8 + 1?
9
Math
Effortless
What is 9 - 2?
7
Math
Effortless
What is 5 + 5?
10
Math
Effortless
What is 6 + 3?
9
Math
Effortless
What is 7 + 1?
8
Math
Effortless
What is 8 - 2?
6
Math
Effortless
What is 10 - 3?
7
Math
Effortless
What is 4 - 1?
3
Math
Effortless
What is 6 + 0?
6
Math
Effortless
What is 3 + 2?
5
Math
Effortless
What is 9 - 1?
8
Math
Effortless
What is 2 + 6?
8
Math
Effortless
What is 1 + 8?
9
Math
Effortless
What is 7 - 3?
4
Math
Effortless
What is 5 + 2?
7
Math
Effortless
What is 8 + 0?
8
Math
Effortless
What is 10 - 2?
8
Math
Effortless
What is 4 + 2?
6
Math
Effortless
What is 9 + 1?
10
Math
Effortless
What is 6 - 2?
4
Math
Effortless
What is 3 + 4?
7
Math
Effortless
What is 5 - 1?
4
Logic
Effortless
If all cats are animals and Luna is a cat, is Luna an animal?
Yes
Logic
Effortless
If all dogs bark and Max is a dog, does Max bark?
Yes
Logic
Effortless
If no birds are mammals, is a bird a mammal?
No
Logic
Effortless
If all apples are fruits, is an apple a fruit?
Yes
Logic
Effortless
If all squares have four sides, does a square have four sides?
Yes
Logic
Effortless
If some cars are red and this car is red, is it definitely a car?
No
Logic
Effortless
If all fish live in water and a goldfish is a fish, does it live in water?
Yes
Logic
Effortless
If all teachers work at schools and Alex is a teacher, does Alex work at a school?
Yes
Logic
Effortless
If no cats are dogs, can a cat be a dog?
No
Logic
Effortless
If all roses are flowers, is a rose a flower?
Yes
Logic
Effortless
If all books have pages and this item has pages, is it definitely a book?
No
Logic
Effortless
If all humans need air, do humans need air?
Yes
Logic
Effortless
If all birds can fly and a penguin is a bird, can it fly?
No
Logic
Effortless
If all chairs are furniture and this is a chair, is it furniture?
Yes
Logic
Effortless
If no squares are circles, is a square a circle?
No
Logic
Effortless
If all phones can make calls and this is a phone, can it make calls?
Yes
Logic
Effortless
If all lions are animals and Simba is a lion, is Simba an animal?
Yes
Logic
Effortless
If no dogs are cats, is a dog a cat?
No
Logic
Effortless
If all cars have wheels and a bicycle has wheels, is it a car?
No
Logic
Effortless
If all pencils are tools and this is a pencil, is it a tool?
Yes
Logic
Effortless
If all ice is cold and this is ice, is it cold?
Yes
Logic
Effortless
If all fish swim and Nemo is a fish, does Nemo swim?
Yes
Logic
Effortless
If no mammals lay eggs and a whale is a mammal, does it lay eggs?
No
Logic
Effortless
If all triangles have three sides, does a triangle have three sides?
Yes
Logic
Effortless
If all cups hold liquid and this is a cup, can it hold liquid?
Yes
Logic
Effortless
If all humans are mortal and Socrates is human, is Socrates mortal?
Yes
Logic
Effortless
If no cats are birds, is a cat a bird?
No
Logic
Effortless
If all stars are hot and the sun is a star, is it hot?
Yes
Logic
Effortless
If all tables have legs and this is a table, does it have legs?
Yes
Logic
Effortless
If all fish live underwater and a shark is a fish, does it live underwater?
Yes
Logic
Effortless
If all apples are fruits and bananas are fruits, is a banana an apple?
No
Logic
Effortless
If all books contain words and this book contains words, is it a book?
Yes
Logic
Effortless
If no squares are round, is a square round?
No
Logic
Effortless
If all dogs are animals and Rex is a dog, is Rex an animal?
Yes
Logic
Effortless
If all fire is hot and this is fire, is it hot?
Yes
Logic
Effortless
If no birds are fish, is a bird a fish?
No
Logic
Effortless
If all cars have engines and this is a car, does it have an engine?
Yes
Logic
Effortless
If all humans have hearts and Anna is human, does Anna have a heart?
Yes
Logic
Effortless
If all chairs are for sitting and this is a chair, can you sit on it?
Yes
Logic
Effortless
If no reptiles are mammals and a snake is a reptile, is it a mammal?
No
Language
Effortless
In the sentence 'The sky is blue', what color is the sky?
blue
Language
Effortless
In 'The cat sleeps on the bed', where does the cat sleep?
on the bed
Language
Effortless
In 'Tom is eating an apple', what is Tom eating?
an apple
Language
Effortless
In 'The dog runs fast', what does the dog do?
runs fast
Language
Effortless
In 'Sara reads a book', what does Sara do?
reads a book
Language
Effortless
In 'The bird is in the tree', where is the bird?
in the tree
Language
Effortless
In 'John has a red car', what color is the car?
red
Language
Effortless
In 'The sun is bright', what is bright?
the sun
Language
Effortless
In 'Mia drinks water', what does Mia drink?
water
Language
Effortless
In 'The fish swims in water', where does the fish swim?
in water
Language
Effortless
In 'The boy kicks the ball', what is kicked?
the ball
Language
Effortless
In 'The girl smiles', what does the girl do?
smiles
Language
Effortless
In 'The teacher writes on the board', where does the teacher write?
on the board
Language
Effortless
In 'Alex eats bread', what does Alex eat?
bread
Language
Effortless
In 'The car is fast', what is fast?
the car
Language
Effortless
In 'The cat is under the table', where is the cat?
under the table
Language
Effortless
In 'Lily sings a song', what does Lily do?
sings a song
Language
Effortless
In 'The book is on the desk', where is the book?
on the desk
Language
Effortless
In 'The boy is happy', how does the boy feel?
happy
Language
Effortless
In 'Emma opens the door', what does Emma open?
the door
End of preview. Expand in Data Studio

bench-effortless-6-2026

A lightweight benchmark for testing basic reasoning and comprehension in AI systems.

📌 What is this?

bench-effortless-6-2026 is an Effortless-level QA benchmark designed by Seton Labs. It evaluates fundamental capabilities across 6 core cognitive categories.

The goal is not difficulty — it is to verify that a model does not fail on basic reasoning, reading, and knowledge tasks.

📊 Dataset Structure

Category Description Rows
MathBasic arithmetic40
LogicSimple inference42
LanguageText comprehension40
KnowledgeCommon factual knowledge42
CommonsenseEveryday reasoning37
Pattern RecognitionBasic sequence prediction37

🧪 Total Size

240 question-answer pairs across 6 categories.

All samples are designed to be:

  • Unambiguous
  • Deterministic
  • Single-answer
  • Human-verifiable

⚙️ Intended Use

This dataset is intended for:

  • Evaluating baseline reasoning ability of language models
  • Detecting failure on simple tasks (sanity checks)
  • Comparing model consistency across categories
  • Benchmarking early-stage AI systems

Seton Labs

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