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ICON-QA

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question_id stringlengths 1 6	question stringlengths 14 364	choices stringlengths 5 65 ⌀	answer stringclasses 522 values	choice_image_0 imagewidth (px) 19 577 ⌀	choice_image_1 imagewidth (px) 26 577 ⌀	ques_type stringclasses 3 values	label stringclasses 181 values	grade stringclasses 4 values	skills stringclasses 30 values
1	Use dice to measure the line. The line is about (_) dice long.	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	T7	kindergarten	measurement,estimation
3	How many eggs are there?	null	10	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	F5	kindergarten	algebra,counting
5	What shape comes next?	choice_0.png,choice_1.png	choice_1.png			choose_img	R2	grade1	pattern
16	How many hearts are there?	4,6,8,7,2	7	Not supported with pagination yet	Not supported with pagination yet	choose_txt	C6	kindergarten	counting
28	Which shape is a cylinder?	choice_0.png,choice_1.png	choice_1.png			choose_img	W6	kindergarten	geometry
29	Which shape has a curved part?	choice_0.png,choice_1.png	choice_0.png			choose_img	V8	kindergarten	geometry
31	Which shape is a triangle?	choice_0.png,choice_1.png	choice_0.png			choose_img	V3	kindergarten	geometry
34	Which is different?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_3.png			choose_img	Q1	kindergarten	pattern
35	Which object is next to the clock?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_2.png			choose_img	N5	grade1	scene,spatial
39	What fraction of the shape is purple?	1/4,1/3,1/5,1/2	1/2	Not supported with pagination yet	Not supported with pagination yet	choose_txt	X14	grade1	fraction
40	Which shape is a triangle?	choice_0.png,choice_1.png	choice_1.png			choose_img	V3	kindergarten	geometry
41	How many planes are there?	7,9,8,10,6	6	Not supported with pagination yet	Not supported with pagination yet	choose_txt	A1	grade1	counting
56	How many snowmen are there?	10,7,5,2,4	10	Not supported with pagination yet	Not supported with pagination yet	choose_txt	A1	grade1	counting
61	If you select a marble without looking, how likely is it that you will pick a black one?	certain,probable,unlikely,impossible	impossible	Not supported with pagination yet	Not supported with pagination yet	choose_txt	S2	grade1	probability
64	How many shapes are orange?	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	Q9	kindergarten	counting
68	There are 7 bears in the top ten frame. How many bears are in the bottom ten frame?	null	8	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	C21	kindergarten	counting,comparing
69	Move the ruler to measure the length of the nail to the nearest inch. The nail is about (_) inches long.	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	S2	grade2	measurement,estimation
77	Use paper clips to measure the line. The line is about (_) paper clips long.	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	P7	grade1	measurement,estimation
78	Which object is shaped like a sphere?	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	W10	grade1	scene,geometry
79	What is on the right?	choice_0.png,choice_1.png	choice_1.png			choose_img	N2	kindergarten	spatial
102	Which object is shaped like a cone and is below the table?	choice_0.png,choice_1.png	choice_0.png			choose_img	N6	kindergarten	scene,geometry,spatial
126	Which object is shaped like a cube?	choice_0.png,choice_1.png,choice_2.png	choice_0.png			choose_img	U8	grade2	scene,geometry
135	What is in the middle?	choice_0.png,choice_1.png,choice_2.png	choice_1.png			choose_img	F5	prek	spatial
139	Which shape has a curved part?	choice_0.png,choice_1.png	choice_0.png			choose_img	V8	kindergarten	geometry
153	Which object is beside the one shaped like a cube?	choice_0.png,choice_1.png,choice_2.png,choice_3.png,choice_4.png	choice_0.png			choose_img	N8	kindergarten	scene,geometry,spatial
155	Which picture has symmetry?	choice_0.png,choice_1.png,choice_2.png	choice_1.png			choose_img	V16	kindergarten	geometry
156	How many hearts are there?	1,8,5,9,2	8	Not supported with pagination yet	Not supported with pagination yet	choose_txt	C6	kindergarten	counting,geometry
164	Which is shaped like a sphere?	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	W9	kindergarten	geometry
165	Which group has 5 circles?	choice_0.png,choice_1.png	choice_0.png			choose_img	B12	kindergarten	counting,geometry
186	What fraction of the shape is orange?	1/5,1/3,1/2,1/4	1/4	Not supported with pagination yet	Not supported with pagination yet	choose_txt	X14	grade1	fraction
196	Which group has more?	choice_0.png,choice_1.png	choice_0.png			choose_img	E1	prek	counting,comparing
201	Which shape is a cylinder?	choice_0.png,choice_1.png	choice_1.png			choose_img	W6	kindergarten	geometry
207	How many fish are there?	null	18	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	D2	prek	counting
208	Which object is next to the stack of books?	choice_0.png,choice_1.png,choice_2.png	choice_1.png			choose_img	F7	prek	scene,spatial
215	How many fish are there?	null	16	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	D2	prek	counting
216	How many dots are there?	null	70	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	E2	kindergarten	algebra,counting
219	Which clock shows four thirty?	choice_0.png,choice_1.png	choice_1.png			choose_img	Q1	grade2	time
222	Select the picture that shows equal parts.	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	X2	grade1	fraction
223	Which group has 4 circles?	choice_0.png,choice_1.png	choice_0.png			choose_img	B12	kindergarten	counting,geometry
225	The first picture is a plane. Which picture is second?	bear,train,plane	bear	Not supported with pagination yet	Not supported with pagination yet	choose_txt	B18	kindergarten	counting,pattern
226	How many shapes are there?	7,8,3,5,10	7	Not supported with pagination yet	Not supported with pagination yet	choose_txt	C6	prek	counting
230	How many shapes are orange?	null	5	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	T1	grade1	counting
232	How many fish are there?	null	8	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	D2	prek	counting
236	What shape comes next?	choice_0.png,choice_1.png	choice_0.png			choose_img	R2	grade1	pattern
237	How many squares are there?	1,6,4,7,3	6	Not supported with pagination yet	Not supported with pagination yet	choose_txt	C5	kindergarten	counting,geometry
243	Which is different?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_0.png			choose_img	Q1	kindergarten	pattern
246	Tommy has only one stick of chewing gum left! He has promised to share some with his sister and not keep it all to himself. Tommy carefully tears the stick of gum into 3 equal pieces. Which fraction model represents one piece of the gum?	choice_0.png,choice_1.png	choice_0.png			choose_img	W14	grade2	fraction
247	Which group has fewer?	choice_0.png,choice_1.png	choice_0.png			choose_img	K1	grade1	counting,comparing
264	What has been done to this letter?	turn,slide,flip	turn	Not supported with pagination yet	Not supported with pagination yet	choose_txt	V9	grade1	geometry
270	Which tool would you use to find out how many weeks are left until your friend's birthday?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_2.png			choose_img	S13	grade2	commonsense
274	If you select a marble without looking, how likely is it that you will pick a black one?	impossible,unlikely,certain,probable	certain	Not supported with pagination yet	Not supported with pagination yet	choose_txt	X2	grade2	probability
282	Which shows 1?	choice_0.png,choice_1.png	choice_0.png			choose_img	A8	kindergarten	counting
294	Use dice to measure the line. The line is about (_) dice long.	null	4	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	T7	kindergarten	measurement,estimation
297	Is the number of rectangles even or odd?	odd,even	even	Not supported with pagination yet	Not supported with pagination yet	choose_txt	A16	grade2	algebra,counting,geometry
298	How many marbles are there? Estimate.	about 70,about 20	about 70	Not supported with pagination yet	Not supported with pagination yet	choose_txt	N1	grade2	estimation
305	On which color is the spinner more likely to land?	white,green	green	Not supported with pagination yet	Not supported with pagination yet	choose_txt	S1	kindergarten	probability,comparing
307	Which object is shaped like a cylinder?	choice_0.png,choice_1.png	choice_1.png			choose_img	W10	kindergarten	scene,geometry
309	Which shape has 3 sides?	choice_0.png,choice_1.png	choice_1.png			choose_img	V11	kindergarten	counting,geometry
313	What is on the left?	choice_0.png,choice_1.png,choice_2.png	choice_1.png			choose_img	F3	prek	spatial
318	The first picture is a tractor. Which picture is second?	tractor,barn,sun	sun	Not supported with pagination yet	Not supported with pagination yet	choose_txt	B18	kindergarten	counting,pattern
324	Move the ruler to measure the length of the nail to the nearest inch. The nail is about (_) inches long.	null	2	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	P10	grade1	measurement,estimation
327	Move the ruler to measure the length of the line to the nearest centimeter. The line is about (_) centimeters long.	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	S8	grade2	measurement,estimation
330	Which figure has more faces?	choice_0.png,choice_1.png	choice_0.png			choose_img	U4	grade2	comparing,geometry
331	What is at the top?	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	F5	prek	spatial
337	Which is different?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_3.png			choose_img	Q1	kindergarten	pattern
338	Which object is beside the pair of shoes?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_2.png			choose_img	N7	kindergarten	scene,spatial
347	On which color is the spinner more likely to land?	blue,white	blue	Not supported with pagination yet	Not supported with pagination yet	choose_txt	S1	kindergarten	probability,comparing
352	Which figure has more edges?	choice_0.png,choice_1.png	choice_0.png			choose_img	U4	grade2	comparing,geometry
354	On which color is the spinner less likely to land?	blue,white	white	Not supported with pagination yet	Not supported with pagination yet	choose_txt	S1	grade1	probability,comparing
357	How many cubes tall is the plant?	null	2	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	P9	grade1	measurement,estimation
366	Which shape has a curved part?	choice_0.png,choice_1.png	choice_1.png			choose_img	V8	kindergarten	geometry
369	Is the number of squares even or odd?	odd,even	odd	Not supported with pagination yet	Not supported with pagination yet	choose_txt	A16	grade2	algebra,counting,geometry
370	Which shape has 1 square corner?	choice_0.png,choice_1.png	choice_1.png			choose_img	V6	grade1	counting,geometry
374	Which object is shaped like a cube?	choice_0.png,choice_1.png	choice_1.png			choose_img	W10	kindergarten	scene,geometry
375	Which object is beside the one shaped like a cube?	choice_0.png,choice_1.png,choice_2.png,choice_3.png,choice_4.png	choice_1.png			choose_img	N8	kindergarten	scene,geometry,spatial
380	Which shape shows one-half?	choice_0.png,choice_1.png,choice_2.png,choice_3.png	choice_2.png			choose_img	W12	grade2	fraction
404	Select the picture that shows equal parts.	choice_0.png,choice_1.png,choice_2.png	choice_0.png			choose_img	O1	kindergarten	fraction
410	Which figure has more vertices?	choice_0.png,choice_1.png	choice_0.png			choose_img	U4	grade2	comparing,geometry
417	Is the dotted line a line of symmetry?	no,yes	no	Not supported with pagination yet	Not supported with pagination yet	choose_txt	T9	grade2	geometry
418	Use paper clips to measure the line. The line is about (_) paper clips long.	null	3	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	P7	grade1	measurement,estimation
422	Which picture shows the grapes outside the refrigerator?	choice_0.png,choice_1.png	choice_1.png			choose_img	F1	prek	scene,spatial
426	Which shape is a cube?	choice_0.png,choice_1.png	choice_0.png			choose_img	W3	grade1	geometry
429	On which color is the spinner less likely to land?	white,pink	white	Not supported with pagination yet	Not supported with pagination yet	choose_txt	S1	grade1	probability,comparing
441	Which object is beside the baseball?	choice_0.png,choice_1.png,choice_2.png,choice_3.png,choice_4.png	choice_2.png			choose_img	N5	grade1	scene,spatial
444	What has been done to this letter?	slide,flip,turn	turn	Not supported with pagination yet	Not supported with pagination yet	choose_txt	T6	grade2	geometry
449	Which object is above the bench?	choice_0.png,choice_1.png	choice_0.png			choose_img	F6	prek	scene,spatial
453	Is this shape open or closed?	open,closed	closed	Not supported with pagination yet	Not supported with pagination yet	choose_txt	V8	grade1	geometry
459	Which dog is the shortest?	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	P2	grade1	comparing
461	Which object is shaped like a sphere?	choice_0.png,choice_1.png,choice_2.png	choice_2.png			choose_img	W10	grade1	scene,geometry
470	Which is different?	choice_0.png,choice_1.png,choice_2.png,choice_3.png,choice_4.png	choice_2.png			choose_img	Q3	kindergarten	pattern
472	The clocks show three things Josh did Friday morning. Which did Josh do last?	packed a lunch,made the bed,ate breakfast	ate breakfast	Not supported with pagination yet	Not supported with pagination yet	choose_txt	Q8	grade2	time,comparing
478	Which shape is a circle?	choice_0.png,choice_1.png	choice_0.png			choose_img	V2	kindergarten	geometry
480	Which shape is a cube?	choice_0.png,choice_1.png	choice_0.png			choose_img	W3	grade1	geometry
483	What is on the left?	choice_0.png,choice_1.png	choice_1.png			choose_img	N2	kindergarten	spatial
487	Which shape has more corners?	choice_0.png,choice_1.png	choice_0.png			choose_img	V5	grade1	comparing,geometry
490	How many squares are there?	null	80	Not supported with pagination yet	Not supported with pagination yet	fill_in_blank	E2	kindergarten	algebra,counting,geometry
494	Look at the analog clock. Which digital clock shows the same time?	choice_0.png,choice_1.png	choice_0.png			choose_img	U3	grade1	time,comparing
496	Which figure has more faces?	choice_0.png,choice_1.png	choice_0.png			choose_img	W6	grade1	comparing,geometry
499	Which object is beside the flashlight?	choice_0.png,choice_1.png,choice_2.png	choice_1.png			choose_img	N7	kindergarten	scene,spatial
500	Dana is getting dressed in the morning. The clock in her room shows the time. What time is it?	8:00 A.M.,8:00 P.M.	8:00 A.M.	Not supported with pagination yet	Not supported with pagination yet	choose_txt	U5	grade1	time,commonsense

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Large-scale Multi-modality Models Evaluation Suite

Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval

🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets

This Dataset

This is a formatted version of ICONQA. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.

@inproceedings{lu2021iconqa,
    title = {IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning},
    author = {Lu, Pan and Qiu, Liang and Chen, Jiaqi and Xia, Tony and Zhao, Yizhou and Zhang, Wei and Yu, Zhou and Liang, Xiaodan and Zhu, Song-Chun},
    booktitle = {The 35th Conference on Neural Information Processing Systems (NeurIPS) Track on Datasets and Benchmarks},
    year = {2021}
}

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