Datasets:

AmirhoseinGH
/

mhlc-training-qwen3vl-qwen3_vl_4b_instruct_hard_mixed_sources_120k

subset_name string	macro_category string	source string	modality string	row_index int32	qa_index int32	turn_index int32	question string	original_answer string	system_prompt string	completion string	completion_length int32	two_step_applied bool	qa_relevance int32	qa_visual_dependency int32	qa_image_correspondence int32	qa_formatting int32	final_response string	normalized_pred string	normalized_gt string	exact_match_score float32	rm_score float32	correctness_score float32	correctness_label int32	judge_used bool	judge_raw string	json_parsed bool	action_exact_match bool	eval_method string
vqav2	General VQA	HuggingFaceM4/FineVision	vision	0	0	-1	What is the name of the objects that make up the formation? Short answer required.	Refrigerators.	Answer the visual question accurately and return the final answer.	refrigerators	13	false	5	5	1	4	refrigerators	refrigerators	refrigerators.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	0	1	-1	Do you see the sun? Be succinct.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	2	4	no	no	no.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	1	0	-1	From which direction is the player sliding? Quick response, please.	Right.	Answer the visual question accurately and return the final answer.	right	5	false	5	5	4	4	right	right	right.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	1	1	-1	What pattern is on the helmet? Keep it brief.	Stripes.	Answer the visual question accurately and return the final answer.	solid	5	false	5	5	2	4	solid	solid	stripes.	0	0	0	0	true	{"total_score": 0.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	1	2	-1	Are these children clean? Quick response, please.	No.	Answer the visual question accurately and return the final answer.	Yes.	4	false	5	5	1	4	Yes.	yes.	no.	0	0	0	0	true	{ "total_score": 0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	2	0	-1	How many people can be seen? Quick response, please.	15.	Answer the visual question accurately and return the final answer.	12	2	false	5	5	3	4	12	12	15.	0	0	0	0	true	{ "total_score": 0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	2	1	-1	What type of animal is shown? Short answer required.	Sheep.	Answer the visual question accurately and return the final answer.	Sheep	5	false	5	5	5	4	Sheep	sheep	sheep.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	2	2	-1	Is the photo colored? Concise answer only.	No.	Answer the visual question accurately and return the final answer.	No	2	false	5	5	2	5	No	no	no.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	3	0	-1	What arm does the man wear his watch on? Give a very brief answer.	Left.	Answer the visual question accurately and return the final answer.	left	4	false	5	5	4	4	left	left	left.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	3	1	-1	What is the man wearing around his neck? Answer briefly.	Headphones.	Answer the visual question accurately and return the final answer.	earphones	9	false	5	5	3	4	earphones	earphones	headphones.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	3	2	-1	What kind of animal is the guy petting? Quick response, please.	Sheep.	Answer the visual question accurately and return the final answer.	sheep	5	false	5	5	5	4	sheep	sheep	sheep.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	4	0	-1	How many cars are on the near side of the street? Quick response, please.	8.	Answer the visual question accurately and return the final answer.	5	1	false	5	5	4	4	5	5	8.	0	0	0	0	true	{ "total_score": 0.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	4	1	-1	What are the letters and numbers that compose the license plate on the white mini Cooper? Be succinct.	3 gx270.	Answer the visual question accurately and return the final answer.	5GX270	6	false	5	5	5	4	5GX270	5gx270	3 gx270.	0	0	0	0	true	{"total_score": 0.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	4	2	-1	Is there traffic? Give a very brief answer.	Yes.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	4	4	no	no	yes.	0	0	0	0	true	{"total_score": 0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	4	3	-1	What are the license plate numbers? Be succinct.	3 gx 270.	Answer the visual question accurately and return the final answer.	5GX270	6	false	5	5	4	4	5GX270	5gx270	3 gx 270.	0	0	0	0	true	{ "total_score": 0.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	4	5	-1	What color are the men's shirts? Short answer required.	Red.	Answer the visual question accurately and return the final answer.	red	3	false	5	5	2	4	red	red	red.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	5	0	-1	What type of vehicle is here? Write a very short answer.	Fire truck.	Answer the visual question accurately and return the final answer.	fire truck	10	false	5	5	5	5	fire truck	fire truck	fire truck.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	5	1	-1	What color is the barrier in the back? Answer briefly.	Gray.	Answer the visual question accurately and return the final answer.	yellow	6	false	5	5	3	4	yellow	yellow	gray.	0	0	0	0	true	{ "total_score": 0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	5	3	-1	How many cones? Concise answer only.	1.	Answer the visual question accurately and return the final answer.	1	1	false	5	4	2	4	1	1	1.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	5	5	-1	What does the red sign read? Answer briefly.	Stop.	Answer the visual question accurately and return the final answer.	STOP	4	false	5	5	4	4	STOP	stop	stop.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	5	6	-1	Is that a real fire truck? Keep it brief.	Yes.	Answer the visual question accurately and return the final answer.	Yes.	4	false	5	5	5	4	Yes.	yes.	yes.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	6	0	-1	What is his number? Give a very brief answer.	22.	Answer the visual question accurately and return the final answer.	22	2	false	5	5	5	4	22	22	22.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	6	1	-1	What position does this man play? Short answer required.	Pitcher.	Answer the visual question accurately and return the final answer.	pitcher	7	false	5	4	5	4	pitcher	pitcher	pitcher.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	6	2	-1	Is this man preparing to catch a ball? Be succinct.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	2	4	no	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	7	0	-1	What is this animal? Keep it brief.	Giraffe.	Answer the visual question accurately and return the final answer.	giraffe	7	false	5	5	5	5	giraffe	giraffe	giraffe.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	7	1	-1	Is this giraffe an adult or baby? Be succinct.	Adult.	Answer the visual question accurately and return the final answer.	adult	5	false	5	5	3	5	adult	adult	adult.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	7	2	-1	Is this a zoo location? Quick response, please.	No.	Answer the visual question accurately and return the final answer.	No	2	false	5	5	2	4	No	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	7	3	-1	Are these giraffes expressing affection? Give a very brief answer.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	4	2	4	no	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	7	5	-1	Are the giraffe exercising? Answer briefly.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	2	2	4	no	no	no.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	8	0	-1	What city was this in? Short answer required.	Cincinnati.	Answer the visual question accurately and return the final answer.	Cincinnati	10	false	5	4	3	4	Cincinnati	cincinnati	cincinnati.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	8	1	-1	What color is the man's shirt? Be succinct.	White.	Answer the visual question accurately and return the final answer.	white	5	false	5	5	5	5	white	white	white.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	8	2	-1	What game is he playing? Give a very brief answer.	Tennis.	Answer the visual question accurately and return the final answer.	Tennis	6	false	5	5	5	4	Tennis	tennis	tennis.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	9	0	-1	What is on the plate? Write a very short answer.	Pizza.	Answer the visual question accurately and return the final answer.	pizza	5	false	5	5	5	5	pizza	pizza	pizza.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	9	2	-1	What type of pizza is this? Give a very brief answer.	Pepperoni.	Answer the visual question accurately and return the final answer.	pepperoni	9	false	5	5	4	4	pepperoni	pepperoni	pepperoni.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	0	-1	Is there a washer in this room? Be succinct.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	1	4	no	no	no.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	1	-1	What room is this? Quick response, please.	Bathroom.	Answer the visual question accurately and return the final answer.	bathroom	8	false	5	5	5	4	bathroom	bathroom	bathroom.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	2	-1	Is there an oval mirror in this bathroom? Concise answer only.	Yes.	Answer the visual question accurately and return the final answer.	Yes	3	false	5	5	5	4	Yes	yes	yes.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	3	-1	Is this room a bathroom? Keep it brief.	Yes.	Answer the visual question accurately and return the final answer.	Yes.	4	false	5	5	5	4	Yes.	yes.	yes.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	4	-1	What can you do in this room? Write a very short answer.	Shower.	Answer the visual question accurately and return the final answer.	Shower, wash hands, use toilet	30	false	5	4	3	5	Shower, wash hands, use toilet	shower wash hands use toilet	shower.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	5	-1	Is the toilet seat lid up or down? Be succinct.	Down.	Answer the visual question accurately and return the final answer.	down	4	false	5	5	3	5	down	down	down.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	10	6	-1	How many drawers? Be succinct.	3.	Answer the visual question accurately and return the final answer.	3	1	false	5	4	3	4	3	3	3.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	0	-1	What color is the pillow? Concise answer only.	White.	Answer the visual question accurately and return the final answer.	white	5	false	5	5	4	5	white	white	white.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	1	-1	What color is she wearing? Write a very short answer.	Pink.	Answer the visual question accurately and return the final answer.	pink	4	false	5	5	3	5	pink	pink	pink.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	2	-1	Does this person seem upset? Write a very short answer.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	3	4	no	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	3	-1	What color is the blanket? Quick response, please.	Brown.	Answer the visual question accurately and return the final answer.	brown	5	false	5	5	4	4	brown	brown	brown.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	4	-1	Can you see the child's face? Write a very short answer.	Yes.	Answer the visual question accurately and return the final answer.	yes	3	false	5	5	5	5	yes	yes	yes.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	5	-1	Is she sitting up in bed? Be succinct.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	2	5	no	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	6	-1	Is the woman wearing a ring? Short answer required.	No.	Answer the visual question accurately and return the final answer.	No.	3	false	5	5	2	4	No.	no.	no.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	11	7	-1	What color is the girls hair? Give a very brief answer.	Blonde.	Answer the visual question accurately and return the final answer.	blond	5	false	5	5	3	4	blond	blond	blonde.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	12	0	-1	What percentage of the picture is water? Give a very brief answer.	20%.	Answer the visual question accurately and return the final answer.	30%	3	false	5	5	3	4	30%	30	20 .	0	0	0	0	true	{ "total_score": 0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	12	1	-1	What animals are walking along the bank? Short answer required.	Cows.	Answer the visual question accurately and return the final answer.	cows	4	false	5	5	4	4	cows	cows	cows.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	12	2	-1	Is there an ocean in this picture? Keep it brief.	Yes.	Answer the visual question accurately and return the final answer.	Yes.	4	false	5	5	4	4	Yes.	yes.	yes.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	12	3	-1	How many farm animals can be seen? Concise answer only.	11.	Answer the visual question accurately and return the final answer.	10	2	false	5	5	4	4	10	10	11.	0	0	0	0	true	{ "total_score": 0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	0	-1	Are both men standing slightly bent over? Keep it brief.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	4	2	5	no	no	no.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	1	-1	What logo is on his shirt? Short answer required.	Adidas.	Answer the visual question accurately and return the final answer.	adidas	6	false	5	5	4	4	adidas	adidas	adidas.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	2	-1	What does the man have on his shirt? Quick response, please.	Adidas.	Answer the visual question accurately and return the final answer.	adidas logo	11	false	5	5	3	4	adidas logo	adidas logo	adidas.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	3	-1	Is the ball coming toward the man? Keep it brief.	Yes.	Answer the visual question accurately and return the final answer.	yes	3	false	5	5	5	4	yes	yes	yes.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	4	-1	Who is the manufacture of the players clothing? Keep it brief.	Adidas.	Answer the visual question accurately and return the final answer.	Adidas	6	false	5	2	3	4	Adidas	adidas	adidas.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	5	-1	Is the match over? Concise answer only.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	2	2	5	no	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	13	6	-1	What color is this person's shirt? Concise answer only.	White.	Answer the visual question accurately and return the final answer.	white	5	false	5	5	5	4	white	white	white.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	14	0	-1	What color is the elephant's tale? Give a very brief answer.	Gray.	Answer the visual question accurately and return the final answer.	gray	4	false	5	4	3	4	gray	gray	gray.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	14	1	-1	What type of animal is this? Write a very short answer.	Elephant.	Answer the visual question accurately and return the final answer.	elephant	8	false	5	5	5	5	elephant	elephant	elephant.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	14	2	-1	What is the elephant doing with the water? Be succinct.	Spraying.	Answer the visual question accurately and return the final answer.	spraying it	11	false	5	5	3	4	spraying it	spraying it	spraying.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	15	2	-1	What color are the leaves on the ground? Quick response, please.	Green.	Answer the visual question accurately and return the final answer.	green	5	false	5	5	3	4	green	green	green.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	15	3	-1	What is the furniture made of? Short answer required.	Wood.	Answer the visual question accurately and return the final answer.	wood	4	false	5	3	4	4	wood	wood	wood.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	15	4	-1	Does the bench need staining? Give a very brief answer.	Yes.	Answer the visual question accurately and return the final answer.	yes	3	false	5	3	4	4	yes	yes	yes.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	16	0	-1	What is the name of the bus? Keep it brief.	Zippy.	Answer the visual question accurately and return the final answer.	Zippy	5	false	5	5	4	4	Zippy	zippy	zippy.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	16	1	-1	Where can you book this bus? Keep it brief.	Megabuscom.	Answer the visual question accurately and return the final answer.	megabus.com	11	false	4	4	3	4	megabus.com	megabus.com	megabuscom.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	16	2	-1	What is the main color of the bus? Keep it brief.	Blue.	Answer the visual question accurately and return the final answer.	Blue	4	false	5	5	5	4	Blue	blue	blue.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	16	3	-1	Is this in the United States? Write a very short answer.	Yes.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	3	5	no	no	yes.	0	0	0	0	true	{"total_score": 0.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	16	4	-1	What are the people on the sidewalk to left doing? Concise answer only.	Walking.	Answer the visual question accurately and return the final answer.	walking	7	false	5	5	2	4	walking	walking	walking.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	17	0	-1	The woman in purple is holding what cup? Concise answer only.	Pepsi.	Answer the visual question accurately and return the final answer.	A Pepsi cup.	12	false	5	5	1	4	A Pepsi cup.	pepsi cup.	pepsi.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	17	1	-1	Is the maroon car a recent model? Give a very brief answer.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	3	2	4	no	no	no.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	17	2	-1	What brand is the sidecar? Quick response, please.	Harley davidson.	Answer the visual question accurately and return the final answer.	Harley-Davidson	15	false	5	4	3	4	Harley-Davidson	harley-davidson	harley davidson.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	18	0	-1	Is the train at the station? Quick response, please.	No.	Answer the visual question accurately and return the final answer.	No	2	false	5	5	3	4	No	no	no.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	18	1	-1	What is written on the side of the train? Be succinct.	Santa fe.	Answer the visual question accurately and return the final answer.	Santa Fe 1604 BNSF	18	false	4	5	5	4	Santa Fe 1604 BNSF	santa fe 1604 bnsf	santa fe.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	18	2	-1	What color is the train? Write a very short answer.	Blue and yellow.	Answer the visual question accurately and return the final answer.	yellow and blue	15	false	5	5	5	5	yellow and blue	yellow and blue	blue and yellow.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	18	3	-1	What is the blue thing in the picture? Concise answer only.	Barrel.	Answer the visual question accurately and return the final answer.	trash can	9	false	5	5	3	4	trash can	trash can	barrel.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	0	-1	How many stars are on the wall? Keep it brief.	3.	Answer the visual question accurately and return the final answer.	3	1	false	5	5	3	4	3	3	3.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	2	-1	Where is the remote control? Be succinct.	Couch.	Answer the visual question accurately and return the final answer.	on table	8	false	5	3	1	4	on table	on table	couch.	0	0	0	0	true	0.0	false	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	3	-1	Why is the coffee table empty? Give a very brief answer.	Clean.	Answer the visual question accurately and return the final answer.	no one is using it	18	false	4	3	3	4	no one is using it	no one is using it	clean.	0	0.3	0.3	0	true	{"total_score": 0.3}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	4	-1	What is next to the sliding glass doors? Concise answer only.	Bike.	Answer the visual question accurately and return the final answer.	bicycle	7	false	5	4	4	4	bicycle	bicycle	bike.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	5	-1	Are there people in the room? Short answer required.	No.	Answer the visual question accurately and return the final answer.	No.	3	false	5	5	1	4	No.	no.	no.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	6	-1	Is there a fireplace? Short answer required.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	4	2	4	no	no	no.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	19	7	-1	Is the television on? Be succinct.	Yes.	Answer the visual question accurately and return the final answer.	yes	3	false	5	3	4	5	yes	yes	yes.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	20	0	-1	Is the man wearing glasses? Short answer required.	Yes.	Answer the visual question accurately and return the final answer.	Yes	3	false	5	5	4	4	Yes	yes	yes.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	20	1	-1	What is the person holding? Short answer required.	Teddy bear.	Answer the visual question accurately and return the final answer.	teddy bear	10	false	5	5	5	4	teddy bear	teddy bear	teddy bear.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	20	2	-1	Is the toy old or new? Short answer required.	Old.	Answer the visual question accurately and return the final answer.	old	3	false	5	3	3	4	old	old	old.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	21	0	-1	Is there food on the table? Quick response, please.	No.	Answer the visual question accurately and return the final answer.	Yes.	4	false	5	5	3	4	Yes.	yes.	no.	0	0	0	0	true	```json { "total_score": 0 } ```	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	21	1	-1	Who is in the room? Concise answer only.	No one.	Answer the visual question accurately and return the final answer.	no one	6	false	5	5	1	5	no one	no one	no one.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	21	2	-1	Is there a TV in the room? Quick response, please.	Yes.	Answer the visual question accurately and return the final answer.	Yes	3	false	5	5	4	4	Yes	yes	yes.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	22	0	-1	Does this look like a model home? Quick response, please.	No.	Answer the visual question accurately and return the final answer.	No.	3	false	5	5	3	4	No.	no.	no.	1	0	1	1	false		false	false	normalized_exact
vqav2	General VQA	HuggingFaceM4/FineVision	vision	22	1	-1	Is anything being cooked on the stove? Keep it brief.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	2	4	no	no	no.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	22	2	-1	Where is the stove top located? Keep it brief.	On right.	Answer the visual question accurately and return the final answer.	right side of image	19	false	5	4	4	4	right side of image	right side of image	on right.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	22	3	-1	What is all over the fridge? Short answer required.	Papers.	Answer the visual question accurately and return the final answer.	magnets and papers	18	false	5	4	4	4	magnets and papers	magnets and papers	papers.	0	1	1	1	true	{ "total_score": 1.0 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	22	4	-1	Is there a red tea kettle on top of the oven? Answer briefly.	No.	Answer the visual question accurately and return the final answer.	no	2	false	5	5	2	4	no	no	no.	0	1	1	1	true	{"total_score": 1}	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	23	0	-1	What time is displayed on the clock? Concise answer only.	8:31.	Answer the visual question accurately and return the final answer.	8:30	4	false	5	5	4	5	8:30	8 30	8 31.	0	0.8	0.8	1	true	{ "total_score": 0.8 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	23	1	-1	Is this sign red or white? Concise answer only.	Red.	Answer the visual question accurately and return the final answer.	red	3	false	5	5	5	4	red	red	red.	0	1	1	1	true	{ "total_score": 1 }	true	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	23	2	-1	In what city is this sign? Write a very short answer.	New york.	Answer the visual question accurately and return the final answer.	Seattle	7	false	5	5	3	4	Seattle	seattle	new york.	0	0	0	0	true	0.0	false	false	general_judge
vqav2	General VQA	HuggingFaceM4/FineVision	vision	24	0	-1	Why is the giraffe behind bars? Concise answer only.	In zoo.	Answer the visual question accurately and return the final answer.	It is in a zoo.	15	false	4	3	4	4	It is in a zoo.	it is in zoo.	in zoo.	0	1	1	1	true	{"total_score": 1.0}	true	false	general_judge

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Multi Head Latent Control Training Data - Qwen3-VL 4B Instruct hard Mixed Sources 120k

Dataset Description

This repository contains verified training data for the Multi Head Latent Control paper release. It is part of the Multi Head Latent Control training data Hugging Face collection.

Paper

https://arxiv.org/abs/2607.14277

Code

https://github.com/Amirhosein-gh98/Multi-Head-Latent-Control

Dataset Summary

Field	Value
Repository	`AmirhoseinGH/mhlc-training-qwen3vl-qwen3_vl_4b_instruct_hard_mixed_sources_120k`
Source key	`Qwen3VL/Qwen3_VL_4B_Instruct_hard_Mixed_Sources_120k`
Source kind	`verified`
Rows	19945
Files	58
Local size	24.84 GB
Generator or verifier model	`Qwen/Qwen3-VL-8B-Instruct`
Source datasets	apigen-mt-5k

Data Files

The release data is stored under:

data/

Metadata files are stored under:

metadata/selection_manifest.json
metadata/verification_stats.json
metadata/generation_stats.json

Data Fields

The examples are stored in the same schema as the local release artifacts. For parquet shards, inspect the schema with:

from datasets import load_dataset

ds = load_dataset("AmirhoseinGH/mhlc-training-qwen3vl-qwen3_vl_4b_instruct_hard_mixed_sources_120k", data_dir="data", split="train")
print(ds)
print(ds.features)

Intended Use

These files are intended for reproducing and extending the Multi Head Latent Control training pipeline. The raw, unverified folders are excluded from this release by default.

Notes

Citation

@misc{ghasemabadi2026multiheadlatentcontrolunified,
  title={Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making},
  author={Amirhosein Ghasemabadi and Ruichen Chen and Bahador Rashidi and Di Niu},
  year={2026},
  eprint={2607.14277},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  url={https://arxiv.org/abs/2607.14277}
}

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Collection including AmirhoseinGH/mhlc-training-qwen3vl-qwen3_vl_4b_instruct_hard_mixed_sources_120k

Multi Head Latent Control training data

Collection

Training data release for Multi Head Latent Control. Paper: https://arxiv.org/abs/2607.14277 • 9 items • Updated Jul 24

Paper for AmirhoseinGH/mhlc-training-qwen3vl-qwen3_vl_4b_instruct_hard_mixed_sources_120k

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

Paper • 2607.14277 • Published Jul 15 • 10