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HymanH
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VLKEB-data

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'port_new'})

This happened while the json dataset builder was generating data using

hf://datasets/HymanH/VLKEB-data/eval_edit_onehop.json (at revision cf2d0abe73cb638fcf368d8bc5f9ac3caa204d5a)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              port_new: list<item: struct<port_a: string, port_edit_a: string, port_edit_q: string, port_q: string>>
                child 0, item: struct<port_a: string, port_edit_a: string, port_edit_q: string, port_q: string>
                    child 0, port_a: string
                    child 1, port_edit_a: string
                    child 2, port_edit_q: string
                    child 3, port_q: string
              image: string
              src: string
              pred: string
              m_loc_q: string
              loc: string
              m_loc_a: string
              loc_ans: string
              alt: string
              image_rephrase: string
              m_loc: string
              rephrase: string
              to
              {'image': Value(dtype='string', id=None), 'src': Value(dtype='string', id=None), 'pred': Value(dtype='string', id=None), 'm_loc_q': Value(dtype='string', id=None), 'loc': Value(dtype='string', id=None), 'm_loc_a': Value(dtype='string', id=None), 'loc_ans': Value(dtype='string', id=None), 'alt': Value(dtype='string', id=None), 'image_rephrase': Value(dtype='string', id=None), 'm_loc': Value(dtype='string', id=None), 'rephrase': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1317, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 932, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'port_new'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/HymanH/VLKEB-data/eval_edit_onehop.json (at revision cf2d0abe73cb638fcf368d8bc5f9ac3caa204d5a)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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loc string	loc_ans string	pred string	image_rephrase string	m_loc_a string	image string	rephrase string	src string	m_loc string	m_loc_q string	alt string
mexican leader who was supported by the united states during mexican civil war	Benito Juárez	Denton,_Texas	m.010016/google_11.jpg	Hidalgo County	m.010016/google_19.jpg	Which capital city of New York is seen in the picture?	What is the name of the city depicted in the image?	m.0mrf1/google_21.jpg	What county in Texas is shown in the image?	Albany, New York
where is the pause key on a dell laptop	Ctrl+Fn+F11	Denton,_Texas	m.010016/google_11.jpg	Hidalgo County	m.010016/google_16.jpg	Which capital city of New York is seen in the picture?	What is the name of the city depicted in the image?	m.0mrf1/google_21.jpg	What county in Texas is shown in the image?	Albany, New York
who is singing in the movie i can only imagine	J. Michael Finley as Bart Millard	Tyler,_Texas	m.0108xl/google_23.jpg	North	m.0108xl/google_20.jpg	Which city of Montana is shown in the picture?	What city in Montana is visible in the image?	m.03rtz1/bing_6.jpg	What is the title of this film?	Billings
who sings i'm going to hire a wino to decorate our home	David Frizzell	Wichita_Falls,_Texas	m.010bxh/bing_3.jpg	Cedar Rapids, Iowa	m.010bxh/yahoo_5.jpg	Can you identify the location shown in the picture?	What city is featured in the image?	m.0t0n5/google_20.jpg	What city and state is depicted in the image?	Fort Smith, Arkansas
crossing over occurs during which stage of prophase 1	pachytene stage	Bremerton,_Washington	m.010rvx/google_23.jpg	San Luis Obispo	m.010rvx/google_11.jpg	Which New Jersey city is shown in the picture?	What is the name of the city in this image?	m.0r5lz/bing_14.jpg	What city in California is shown in the image?	Long Branch, New Jersey
who writes the guinness book of world records	Ripley Entertainment	Morgantown,_West_Virginia	m.010y34/bing_16.jpg	Chillicothe	m.010y34/bing_15.jpg	Which city in Missouri is seen in the picture?	What city is featured in the image?	m.0z1cr/google_22.jpg	In which city is this scene taking place?	Springfield, Missouri
who threw the last perfect game in mlb	Félix Hernández	Australian_Army	m.0118v/google_22.jpg	General Dynamics	m.0118v/bing_24.jpg	Which air force is depicted in this picture?	What military force is represented in this image?	m.0dq23/bing_6.jpg	What company's logo is visible in the image?	Royal Australian Air Force
where is oklahoma located in the united states	in the Great Plains near the geographical center of the 48 contiguous states	Australian_Army	m.0118v/google_22.jpg	Israel Defense Forces	m.0118v/bing_18.jpg	Which air force is depicted in this picture?	What military force is represented in this image?	m.09s93/bing_0.jpg	Which military organization is depicted in the image?	Royal Australian Air Force
when is the next new episode of the have and the have nots	September 11, 2018	Sikkim	m.011hq1/google_5.jpg	Tibet	m.011hq1/google_1.jpg	Which Indonesian island is shown in the picture?	What well-known tourist destination is featured in this image?	m.07rj5/bing_5.jpg	What region is depicted in the image?	Bali
why is piper in jail in orange is the new black	carrying a bag of drug-money ($50,000) to Belgium	EMI	m.011k1h/google_12.jpg	Ronald Bass	m.011k1h/google_10.jpg	Which music corporation is represented by this image?	What company logo is featured in the image?	m.06s1qy/google_23.jpg	Who is the person in the image?	Universal Music Group
first clinical gene therapy was done for the treatment of	beta-thalassemia	Laurie_Anderson	m.011lvx/google_20.jpg	Xzibit	m.011lvx/google_16.jpg	Which musician is featured in this picture?	Who is the person shown in the image?	m.01vw917/google_15.jpg	Who is the person featured in the image?	Rick Wakeman
who sings at the end of bullet by hollywood undead	Petra Christensen	A.C._Milan	m.011v3/google_4.jpg	AFC Ajax	m.011v3/yahoo_2.jpg	What is the name of the football team depicted in this picture?	Which football club is represented in the image?	m.0y54/google_0.jpg	What is the name of the football club shown in the image?	Bolton Wanderers F.C.
this winelands area is known as the birthplace of south africa’s wine industry	The Constantia Valley	Kiss_(band)	m.011xhx/bing_8.jpg	Kiss of the Spider Woman	m.011xhx/bing_1.jpg	What is the name of the band featured in this picture?	Which rock band is represented in the image?	m.0sxkh/bing_8.jpg	What is the title of the film in this image?	Paramore
which organisation created the topographical maps of india	Great Trigonometrical Survey	Kiss_(band)	m.011xhx/google_9.jpg	Adam Ant	m.011xhx/google_8.jpg	What is the name of the band featured in this picture?	Which rock band is represented in the image?	m.01wgjj5/google_0.jpg	Who is the person depicted in this image?	Paramore
who was at the end of batman bad blood	Batgirl	Apollo_13_(film)	m.011yd2/google_4.jpg	Planet of the Apes	m.011yd2/google_0.jpg	Which film is represented in this image?	What is the title of the movie in this poster?	m.047wh1/google_21.jpg	Which film title is depicted in the image?	Primary Colors
who sings the theme song for freaks and geeks	Joan Jett	Apollo_13_(film)	m.011yd2/google_4.jpg	The Adventures of Tintin (film)	m.011yd2/google_5.jpg	Which film is represented in this image?	What is the title of the movie in this poster?	m.02rb84n/google_17.jpg	What film is depicted in the image?	Primary Colors
when does season 5 forged in fire start	March 7, 2018	Babe_(film)	m.011ydl/google_1.jpg	Josh Brolin	m.011ydl/google_0.jpg	What is the title of the movie shown in this picture?	Which action film is featured in this image?	m.03n_7k/google_8.jpg	Which actor is depicted in the image?	Cobra (1986 film)
where is the song when you believe from	the 1998 DreamWorks musical animated feature The Prince of Egypt	Babe_(film)	m.011ydl/google_1.jpg	41st Academy Awards	m.011ydl/bing_18.jpg	What is the title of the movie shown in this picture?	Which action film is featured in this image?	m.0bzkvd/google_8.jpg	What event is being depicted in the image?	Cobra (1986 film)
when does ralph break the internet come out	November 21, 2018	Il_Postino:_The_Postman	m.011yfd/google_6.jpg	Father of the Bride Part II	m.011yfd/google_1.jpg	What is the title of the film featured in this image?	Who is the actor playing the title character in this film?	m.094g2z/yahoo_21.jpg	What is the title of this film depicted in the image?	Cyrano de Bergerac (1990 film)
what type of snake is black with a yellow stripe	The Plains garter snake	Il_Postino:_The_Postman	m.011yfd/google_0.jpg	Sophie's Choice	m.011yfd/bing_20.jpg	What is the title of the film featured in this image?	Who is the actor playing the title character in this film?	m.0bcp9b/bing_22.jpg	What film is depicted in the image?	Cyrano de Bergerac (1990 film)
when was the english ban on ulysses lifted	December 6, 1933	Fargo_(film)	m.011yhm/google_18.jpg	Dennis Quaid	m.011yhm/google_0.jpg	Which movie does this image represent?	What is the title of the film in this scene?	m.01tnxc/bing_2.jpg	Who is the actor in the image?	Raiders of the Lost Ark
when did susan lewis come back to er	Season 8	As_Good_as_It_Gets	m.011yn5/google_17.jpg	Rocky IV	m.011yn5/google_13.jpg	Which film is depicted in this picture?	What is the title of the movie shown in this image?	m.0q9sg/google_0.jpg	Who is the main character in this film?	The Queen
where was the indus river valley civilization located	mainly in the northwestern regions of South Asia, extending from what today is northeast Afghanistan to Pakistan and northwest India	As_Good_as_It_Gets	m.011yn5/google_18.jpg	Funny People	m.011yn5/google_15.jpg	Which film is depicted in this picture?	What is the title of the movie shown in this image?	m.047svrl/google_24.jpg	Which film is depicted in this image?	The Queen
who won between the packers and the bears	The Packers	Good_Will_Hunting	m.011ypx/google_24.jpg	Titanic (1997 film)	m.011ypx/google_4.jpg	Which movie is represented by this picture?	What is the name of the film depicted in the image?	m.0dr_4/google_16.jpg	What film is being depicted in the image?	The Taking of Pelham 123 (2009 film)
how old do you have to be to buy a handgun in iowa	21 or older.	Good_Will_Hunting	m.011ypx/google_18.jpg	The Departed	m.011ypx/bing_10.jpg	Which movie is represented by this picture?	What is the name of the film depicted in the image?	m.04vr_f/bing_11.jpg	Which film poster is depicted in the image?	The Taking of Pelham 123 (2009 film)
who played penny woods on leave it to beaver	Karen Sue Trent	L.A._Confidential_(film)	m.011yqc/google_2.jpg	45th Academy Awards	m.011yqc/google_13.jpg	Which movie does this image represent?	What is the title of the film in this scene?	m.0bzkgg/google_22.jpg	What is the event depicted in this image?	The Last Emperor
when is asphalt 9 coming out for windows	July 25, 2018	Life_Is_Beautiful	m.011yrp/google_8.jpg	Empire of the Sun	m.011yrp/google_1.jpg	Which film is depicted in this picture?	What is the title of the movie shown in this image?	m.025rvx0/google_17.jpg	What is the title of the film shown in the image?	The Crying Game
when was the adventures of tom sawyer published	1876	The_Thin_Red_Line_(1998_film)	m.011ysn/google_3.jpg	Jim Sheridan	m.011ysn/bing_7.jpg	Which movie does this scene represent?	What is the title of the film in this scene?	m.03hy3g/google_13.jpg	Who is the director of the film depicted in the image?	Gallipoli (1981 film)
who sings oh black water keep on rolling	The Doobie Brothers	The_Insider_(film)	m.011yth/yahoo_5.jpg	Revolution Studios	m.011yth/google_15.jpg	Which movie does this poster represent?	What is the title of the film in this scene?	m.025hwq/bing_19.jpg	What movie studio is represented in this image?	All the President's Men
how does somatic cell nuclear transfer differ from the natural way of making an embryo	taking an enucleated oocyte (egg cell) and implanting a donor nucleus from a somatic (body) cell.	Outkast	m.011z3g/google_23.jpg	Boyz II Men	m.011z3g/google_1.jpg	What is the name of the musical group shown in this picture?	Which band is featured in the image?	m.015bwt/google_10.jpg	What band is shown in this image?	Duran Duran
where's the rose bowl played this year	Rose Bowl	Lucy_Liu	m.011zd3/bing_10.jpg	71st Academy Awards	m.011zd3/google_18.jpg	Who is the person shown in this picture?	Which actor is featured in this image?	m.02ywhz/google_15.jpg	What event is depicted in the image?	Jeremy Piven
who is the current surgeon general of the united states	Jerome Adams	Lucy_Liu	m.011zd3/bing_10.jpg	Anne Heche	m.011zd3/google_24.jpg	Who is the person shown in this picture?	Which actor is featured in this image?	m.01vhb0/google_17.jpg	Who is the actress in the image?	Jeremy Piven
who was brenda got a baby based on	a newspaper article	Yo-Yo_Ma	m.011zf2/google_15.jpg	New England Conservatory of Music	m.011zf2/bing_3.jpg	What is the name of the jazz saxophonist shown in this picture?	Who is the musician featured in this image?	m.031n8c/google_9.jpg	What institution is shown in the image?	Joshua Redman
when was the last time that the eagles went to the superbowl	Super Bowl LII	Province_of_Barcelona	m.0123_x/google_23.jpg	Pyrenees	m.0123_x/google_11.jpg	What is the name of the Indian state shown in the picture?	Which state in India is featured in this image?	m.065ky/google_12.jpg	What mountain range is visible in the image?	Kerala
when was it's beginning to look alot like christmas	1951	Harbin	m.0123gq/google_10.jpg	Taj Mahal	m.0123gq/bing_3.jpg	Which city in Estonia is shown in the picture?	What European capital city is depicted in the image?	m.01zxx9/google_24.jpg	What famous landmark is located in this city?	Tallinn
when did the gravedigger first appear in bones	The episode "Aliens in a Spaceship"	Bethesda_Softworks	m.0123j6/google_20.jpg	FromSoftware	m.0123j6/google_19.jpg	Which company's aircraft is shown in the picture?	What is the name of the aircraft manufacturer represented in the image?	m.06zl7g/bing_7.jpg	Which video game company is depicted in the image?	Cessna
who played sam and dean's father in supernatural	Jeffrey Dean Morgan	Band_Aid_(band)	m.0123r4/google_4.jpg	Roy Kinnear	m.0123r4/bing_2.jpg	Which party's emblem is featured in the picture?	What political party is symbolized in the image?	m.026c0p/google_20.jpg	Who is the actor featured in this image?	Kuomintang
when did the troubles begin in northern ireland	in the late 1960s	Band_Aid_(band)	m.0123r4/yahoo_6.jpg	Volusia County	m.0123r4/bing_14.jpg	Which party's emblem is featured in the picture?	What political party is symbolized in the image?	m.0j_1v/google_2.jpg	What county in Florida is depicted in the image?	Kuomintang
who has won the most nrl wooden spoons	Western Suburbs Magpies	Indie_rock	m.01243b/google_4.jpg	Nine Inch Nails	m.01243b/bing_16.jpg	Which video game developer is represented by this image?	What company's logo is shown in the image?	m.0jg77/bing_7.jpg	Which music artist or band is featured in this image?	Rocksteady
when is sims mobile coming to the us	March 6, 2018	Perth_and_Kinross	m.0124jj/bing_19.jpg	Bellshill	m.0124jj/bing_15.jpg	Which region of Scotland is shown in the picture?	What is the name of the administrative region depicted in the image?	m.04523f/bing_14.jpg	What town in Scotland is depicted in the image?	Dumfries and Galloway
who made the golden calf in the bible	Aaron	North_Yorkshire	m.0125q1/google_0.jpg	West Yorkshire	m.0125q1/bing_16.jpg	Which English county is shown in the picture?	What county in England is depicted in the image?	m.0134bf/google_0.jpg	What county or metropolitan borough is depicted in the image?	Leicestershire
who's the actress that plays in the new wonder woman	Gal Gadot	Eddie_Izzard	m.0126rp/google_6.jpg	Charles Bukowski	m.0126rp/google_2.jpg	Which comedian and political commentator is depicted in this picture?	Who is the host of the talk show featured in this image?	m.0g72r/bing_15.jpg	Who is the person in the image?	Bill Maher
a change of government by force is a	coup d'état	Trent_Reznor	m.01271h/bing_15.jpg	Luke Wilson	m.01271h/bing_22.jpg	Who is the guitarist and keyboardist shown in this picture?	Which musician is featured in this image?	m.030vnj/bing_5.jpg	Who is the actor appearing in this image?	Jonny Greenwood
who sang lead vocals on do it again by steely dan	Donald Fagen	Trent_Reznor	m.01271h/bing_15.jpg	Luke Wilson	m.01271h/yahoo_8.jpg	Who is the guitarist and keyboardist shown in this picture?	Which musician is featured in this image?	m.030vnj/bing_5.jpg	Who is the actor appearing in this image?	Jonny Greenwood
which of jupiter's moons is the largest in the solar system	Ganymede	County_Tipperary	m.01279v/bing_16.jpg	County Wicklow	m.01279v/bing_12.jpg	Which Irish county is seen in the picture?	What Irish county is depicted in the image?	m.08314/bing_24.jpg	What county in Ireland is depicted in the image?	County Waterford
when is season 3 of bizaardvark coming out	July 24, 2018	Conspiracy_Theory_(film)	m.0127ps/google_4.jpg	Armageddon (1998 film)	m.0127ps/google_0.jpg	Which movie does this image represent?	What is the title of the film in this scene?	m.0ds33/google_23.jpg	What film is depicted in the image?	Dead Ringers
who got both bharat ratna and nobel prize	Mother Teresa	Sub_Pop	m.012b30/google_12.jpg	Lookout Records	m.012b30/google_11.jpg	Which famous music company is represented by this image?	What record label company is displayed in the image?	m.02cjlk/google_19.jpg	What record label is featured in this image?	Stax Records
who has the highest assist in ucl history	Cristiano Ronaldo	Adolphe_Menjou	m.012c6j/bing_7.jpg	Peter Sellers	m.012c6j/bing_2.jpg	What is the name of the individual shown in this picture?	Who is the person featured in this image?	m.063_t/google_6.jpg	Who is the actor depicted in the image?	Jules White
when did the usa first land on the moon	30 May 1966	Jackie_Cooper	m.012c6x/google_0.jpg	Miracle on 34th Street	m.012c6x/bing_18.jpg	Which actor is portrayed in the picture?	Who is the actor in the image?	m.0ktx_/bing_8.jpg	What Christmas film is shown in the image?	Robert Stack
where is radio city music hall in new york city	1260 Avenue of the Americas (Sixth Avenue), Manhattan	Jackie_Cooper	m.012c6x/google_0.jpg	Andy Griffith	m.012c6x/bing_16.jpg	Which actor is portrayed in the picture?	Who is the actor in the image?	m.01m4kpp/bing_4.jpg	What is the name of the actor in this picture?	Robert Stack
who is the guy who lost weight eating subway	Jared Scott Fogle	Dashiell_Hammett	m.012cph/google_21.jpg	Friz Freleng	m.012cph/google_7.jpg	Which actor is shown in this picture?	Who is the person featured in this image?	m.01c1px/bing_8.jpg	Who is the person depicted in this image?	Harold Lloyd
10 cloverfield lane is a sequel to what movie	Cloverfield	Marlene_Dietrich	m.012gbb/yahoo_21.jpg	Joan Crawford	m.012gbb/bing_7.jpg	What is the name of the actress shown in this picture?	Who is the person featured in this image?	m.0cgbf/bing_2.jpg	Who is the actress featured in this image?	Judy Garland
when does silver find out adrianna switched her pills	during Ivy's bachelorette party	Bowling_for_Columbine	m.012jfb/google_16.jpg	63rd Academy Awards	m.012jfb/google_1.jpg	Which film does this image represent?	What is the title of the movie in this scene?	m.073hd1/google_18.jpg	What event is depicted in the image?	The Pirate Movie
what is a junior officer in the navy	ensign (O-1)	Michel_Legrand	m.012ky3/yahoo_24.jpg	Dan Hedaya	m.012ky3/bing_7.jpg	Which musician is shown in this picture?	Who is the musician featured in this image?	m.05cl2w/bing_14.jpg	Who is the actor in the image?	Ry Cooder
who played old paul in the green mile	Dabbs Greer	Close_Encounters_of_the_Third_Kind	m.012mrr/google_7.jpg	From the Earth to the Moon	m.012mrr/google_5.jpg	What is the title of the movie shown in this picture?	Which film is depicted in this image?	m.02kk_c/google_22.jpg	What miniseries is depicted in the image?	Taxi Driver
when was the last time dodgers made it to world series	1988	Peter_Stormare	m.012q4n/google_23.jpg	Bill Melendez	m.012q4n/bing_2.jpg	Which actor is shown in this picture?	Who is the actor featured in this image?	m.03v40v/google_16.jpg	Who is the person in the image?	Matthew Modine
who hosted the 5th dead or alive tournament	Zack	United_States_Army_Air_Forces	m.012tqm/yahoo_6.jpg	NATO	m.012tqm/google_1.jpg	Which military force is represented in this picture?	What historical organization is featured in the image?	m.059dn/google_2.jpg	What international organization's flag is visible in the image?	United States Army Air Corps
when did liverpool last won a league title	1989–90	Auckland	m.012ts/google_11.jpg	Shanghai	m.012ts/google_0.jpg	What is the capital of New Zealand that is depicted in the picture?	Is this a city, country, or region shown in the image?	m.06wjf/yahoo_3.jpg	What city is depicted in the image?	Wellington
who wrote never knew love like this before	James Mtume	Mervyn_LeRoy	m.012vby/google_0.jpg	Walter Matthau	m.012vby/google_1.jpg	Which famous film director is featured in this picture?	What occupation is associated with the person in the image?	m.0gyy0/google_6.jpg	Who is the actor depicted in the image?	Robert Wise
when did fathers day become an official holiday	1972	Aretha_Franklin	m.012vd6/google_18.jpg	Gloria Estefan	m.012vd6/bing_20.jpg	What is the name of the record producer and songwriter in this picture?	Who is the person shown in the image?	m.01w58n3/google_23.jpg	Who is the famous singer shown in the image?	Phil Spector
what is the purpose of the ottawa charter for health promotion	to achieve the goal of "Health For All" by the year 2000 and beyond through better health promotion	Myrna_Loy	m.012vf6/google_9.jpg	Lana Turner	m.012vf6/google_5.jpg	What is the name of the actress shown in this picture?	Who is the person featured in this image?	m.018fmr/google_0.jpg	Who is the actress in the image?	Farrah Fawcett
what is the normal typing words per minute	approximately 13 wpm	The_Moody_Blues	m.012vm6/google_9.jpg	Priority Records	m.012vm6/bing_7.jpg	Which musical group is represented by this image?	What band's logo is featured in the image?	m.04gm7n/google_13.jpg	What record label logo is shown in the image?	Electric Light Orchestra
who wrote oh what a tangled web we weave when first we practice to deceive	Canto VI, XVII	Clemson_University	m.012vwb/google_6.jpg	University of Copenhagen	m.012vwb/google_3.jpg	Which educational institution is shown in the picture?	What university is represented in the image?	m.017ztv/bing_9.jpg	What university is featured in the image?	University of Oklahoma
mention the period indicating downfall of feudalism in europe	French Revolution	Ireland	m.012wgb/bing_2.jpg	County Cork	m.012wgb/yahoo_20.jpg	Which Hawaiian island is depicted in the picture?	What Hawaiian island is shown in the image?	m.0clzr/google_1.jpg	What county in Ireland is shown in the image?	Maui
who started the fire at dan scott motors	Deb	Ireland	m.012wgb/bing_2.jpg	County Limerick	m.012wgb/google_17.jpg	Which Hawaiian island is depicted in the picture?	What Hawaiian island is shown in the image?	m.0p54z/bing_1.jpg	In which county is the location shown in this image?	Maui
the ovum gets implanted in uterus after how many days post fertilization with sperm	between 6 and 12 days	The_Pretenders	m.012x1l/bing_6.jpg	Jeff Lynne	m.012x1l/bing_4.jpg	Which band is featured in this picture?	What famous musical group is pictured in this image?	m.0473q/bing_9.jpg	Who is the musician depicted in the image?	Earth, Wind & Fire
who is the girl dancing in thinking out loud	Brittany Cherry, a contestant from the televised American dance competition, So You Think You Can Dance	Simon_Pegg	m.012x2b/google_0.jpg	Daniel Craig	m.012x2b/yahoo_15.jpg	Who is the famous actress shown in this picture?	Which actress is featured in this image?	m.04shbh/yahoo_11.jpg	Who is the actor in this image?	Geena Davis
who was the mvp last year at super bowl	Tom Brady	Simon_Pegg	m.012x2b/google_0.jpg	Daniel Craig	m.012x2b/google_14.jpg	Who is the famous actress shown in this picture?	Which actress is featured in this image?	m.04shbh/yahoo_11.jpg	Who is the actor in this image?	Geena Davis
who won mvp in the nba all star game	LeBron James	Ian_MacKaye	m.012ycy/bing_11.jpg	Moby	m.012ycy/bing_2.jpg	Which musician is depicted in the picture?	Who is the famous singer shown in the image?	m.01vv7sc/google_8.jpg	Who is the musician and DJ featured in the image?	Morrissey
the jungle book movie in hindi voice cast	Irrfan Khan as Baloo	Michelle_Yeoh	m.012ykt/google_8.jpg	Bai Ling	m.012ykt/google_3.jpg	What is the name of the supermodel shown in this picture?	Who is the person featured in this image?	m.02lnhv/yahoo_8.jpg	Who is the actress appearing in the image?	Naomi Campbell
how many seasons of lilo and stitch are there	two	Marvin_Gaye	m.012z8_/google_18.jpg	Bo Diddley	m.012z8_/google_8.jpg	Which legendary guitarist is featured in this picture?	Who is the musician shown in this image?	m.01vtg4q/google_3.jpg	Can you identify the musician in the image?	Chuck Berry
where are avocados grown in the united states	California	Mike_Watt	m.012zng/yahoo_4.jpg	Bill Wyman	m.012zng/bing_0.jpg	What is the name of the artist shown in the picture?	Who is the musician in the image?	m.01vsksr/yahoo_12.jpg	Who is the musician depicted in the image?	Ben Folds
where was the tv show hogan's heroes filmed	on the 40 Acres Backlot in Culver City, California	Donald_Pleasence	m.0131kb/bing_1.jpg	Robert Loggia	m.0131kb/bing_7.jpg	Which Indian film actor is shown in this picture?	Who is the actor featured in this image?	m.02sh8y/bing_7.jpg	Who is the actor in the image?	Suniel Shetty
who was considered to be the first industrial spy	Father Francois Xavier d'Entrecolles in Jingdezhen, China	Malaysian_Americans	m.01336l/bing_7.jpg	University College London	m.01336l/bing_5.jpg	Which ethnic group is depicted in the picture?	What group of people is seen in this image?	m.0dplh/google_22.jpg	What university is featured in the image?	Native Americans in the United States
who played the bombers wife in patriots day	Melissa Benoist	Chesterfield	m.0133ch/google_4.jpg	Peterborough	m.0133ch/google_2.jpg	Which city located on the Oder River is depicted in the image?	Is this image showing a city in Germany?	m.05zhg/bing_7.jpg	What is the name of the city shown in the image?	Frankfurt (Oder)
where do the flyers play their home games	Wells Fargo Center	Chesterfield	m.0133ch/google_22.jpg	West Yorkshire	m.0133ch/google_18.jpg	Which city located on the Oder River is depicted in the image?	Is this image showing a city in Germany?	m.0134bf/google_0.jpg	What county or metropolitan borough is depicted in the image?	Frankfurt (Oder)
what kind of food do they have in guatemala	Spanish and Mayan cuisine	Tyrol_(state)	m.0133jj/yahoo_5.jpg	Hildesheim	m.0133jj/google_5.jpg	Which Swiss administrative division is depicted in the picture?	What Swiss canton is visible in the image?	m.013_gg/google_16.jpg	What is the name of the location in the image?	Canton of Zürich
how many students fit on a yellow school bus	10–90 passengers	Nick_Park	m.0133sq/google_0.jpg	Manny Coto	m.0133sq/bing_10.jpg	Which famous Bollywood director is featured in this picture?	Who is the person shown in the image?	m.059j4x/google_0.jpg	Who is the person in the image?	Karan Johar
what is social media marketing (smm)	the use of social media platforms and websites to promote a product or service	Carole_King	m.013423/bing_22.jpg	Helen Mirren	m.013423/bing_1.jpg	What is the name of the musical artist in this picture?	Who is the singer or musician shown in the image?	m.01hkhq/google_17.jpg	Who is the actress in this image?	Corinne Bailey Rae
who holds the record for the most consecutive starts in the nfl	Brett Favre	Aerosmith	m.0134pk/google_20.jpg	Jon Bon Jovi	m.0134pk/bing_18.jpg	What is the name of the band shown in this picture?	Which iconic rock band is featured in this image?	m.01vw87c/yahoo_22.jpg	Who is the musician in the image?	Van Halen
when did the last titanic survivor pass away	31 May 2009	The_Allman_Brothers_Band	m.0134tg/google_4.jpg	Billy Ray Cyrus	m.0134tg/bing_8.jpg	What is the name of the rock band depicted in this picture?	Which band's logo is featured in this image?	m.016qtt/google_3.jpg	Who is the musician shown in the image?	Led Zeppelin
where are lacteals located in the digestive tract	in the villi of the small intestine	Brazil_national_football_team	m.01352_/bing_8.jpg	Belgium national football team	m.01352_/google_24.jpg	What is the name of the soccer team shown in the picture?	Which national soccer team is featured in this image?	m.0329gm/google_20.jpg	Which national football team is represented in the image?	Australia national soccer team
where is most atp produced in cellular respiration	the electron transport system	Alameda,_California	m.0135g/google_24.jpg	Elmira	m.0135g/google_10.jpg	Which city from Arizona is shown in the picture?	What is the name of the city featured in the image?	m.01mb87/bing_2.jpg	In which city of New York was the image taken?	Chandler, Arizona
where did the last name garrett come from	Germanic	Chris_Waddle	m.0135nb/google_1.jpg	Vanilla Ice	m.0135nb/bing_2.jpg	What footballer is shown in this picture?	Who is the person featured in the image?	m.01vxqyl/bing_0.jpg	Who is the musician in this image?	Taiwo Atieno
how many technical divisions does the american society of mechanical engineers (asme) have	32	Danbury,_Connecticut	m.0136jw/bing_2.jpg	Litchfield County	m.0136jw/bing_16.jpg	Which community in Maryland is depicted in the picture?	What planned community is seen in the image?	m.0m2gz/yahoo_2.jpg	What county in Connecticut is depicted in the image?	Columbia, Maryland
who does josh peck play in family guy	Charlie	Liberal_Party_of_Canada	m.0136kr/google_12.jpg	North America	m.0136kr/bing_0.jpg	Which political organization is depicted in the picture?	What political party is represented in this image?	m.059g4/google_16.jpg	In which continent is the location in the image situated?	Communist Party USA
when did st louis rams win super bowl	Super Bowl XXXIV	Donna_Summer	m.0136p1/bing_23.jpg	Diana Ross	m.0136p1/yahoo_21.jpg	Which artist is shown in the picture?	Who is the singer in the image?	m.01wrcxr/google_20.jpg	Who is the famous singer appearing in the image?	Colbie Caillat
who determines what behavior becomes a public order crime	society	Donna_Summer	m.0136p1/bing_23.jpg	Diana Ross	m.0136p1/bing_8.jpg	Which artist is shown in the picture?	Who is the singer in the image?	m.01wrcxr/google_20.jpg	Who is the famous singer appearing in the image?	Colbie Caillat
when did the metric system come to australia	1966	Robin_Gibb	m.0137hn/google_22.jpg	Jess Harnell	m.0137hn/bing_19.jpg	Who is the famous folk musician in the picture?	What is the name of the musician shown in this image?	m.083wr9/bing_1.jpg	Who is the voice actor in this image?	Doc Watson
who was eliminated on ink master last week	Jason Elliott	San_Francisco_State_University	m.013807/google_20.jpg	University of California, Hastings College of the Law	m.013807/google_2.jpg	Which university in Los Angeles is depicted in the picture?	What university campus is shown in the image?	m.02jmst/bing_5.jpg	What is the name of the law school depicted in the image?	California State University, Los Angeles
significance of independence day celebration in the philippines	commemorating the Philippine Declaration of Independence from Spain	Dewsbury	m.0138kk/google_12.jpg	Woking	m.0138kk/bing_18.jpg	Which city is shown in the picture?	What city is depicted in this image?	m.01vx3m/bing_1.jpg	In which town is this scene taking place?	Basra
when did german bombers drop bombs on london	1940 and 1941	Maggie_Cheung	m.0139q5/google_22.jpg	Michelle Branch	m.0139q5/google_12.jpg	What is the name of the celebrity shown in this picture?	Who is the person featured in this image?	m.01t110/google_13.jpg	Who is the singer in this image?	Nicholas Tse
what is the average height of the highest peaks in the drakensberg mountain range	in excess of 2,000 m (6,600 ft)	Daniel_Radcliffe	m.013_vh/yahoo_16.jpg	Charlie Cox	m.013_vh/bing_9.jpg	Which actor is featured in this picture?	Who is the actor in this image?	m.0bx0lc/yahoo_21.jpg	Who is portrayed in the image?	Matthew Perry
what is the latest version of edge for windows 10	42.17134	44th_Annual_Grammy_Awards	m.013b2h/google_16.jpg	39th Annual Grammy Awards	m.013b2h/google_14.jpg	Which annual award show is shown in the picture?	What famous event is depicted in the image?	m.01mh_q/bing_4.jpg	What event is being depicted in the image?	70th Academy Awards
who sang hakuna matata from the lion king	Timon (a meerkat voiced by Nathan Lane), Pumbaa (a warthog voiced by Ernie Sabella)	Sioux_City,_Iowa	m.013crh/google_20.jpg	Fargo	m.013crh/google_6.jpg	Which Iowa city is depicted in the picture?	What city's skyline is shown in the image?	m.0ynfz/bing_4.jpg	What city in North Dakota is depicted in the image?	Council Bluffs, Iowa
when does dragon ball super air in english	January 7, 2017	Independence,_Missouri	m.013gxt/bing_0.jpg	University of Northern Iowa	m.013gxt/bing_13.jpg	What city in Florida is represented in the picture?	In which city is the location shown in the image?	m.0ghvb/google_3.jpg	What university is featured in the image?	Fort Myers, Florida
who plays ramos on orange is the new black	Diane Guerrero	Independence,_Missouri	m.013gxt/bing_0.jpg	Livingston County, New York	m.013gxt/bing_23.jpg	What city in Florida is represented in the picture?	In which city is the location shown in the image?	m.0fc1m/bing_0.jpg	What is the name of the county shown in the image?	Fort Myers, Florida
who planted the first vitis vinifera in the u.s. colonies	Jean-Louis Vignes	Alexandria,_Virginia	m.013h9/google_0.jpg	Wilmington	m.013h9/yahoo_3.jpg	What is the name of the city shown in the image?	In which city was the photo taken?	m.0rgxp/bing_8.jpg	What city is depicted in the image?	Charlottesville, Virginia
a gene on the y chromosome that determines maleness is	SRY	Youngstown,_Ohio	m.013jz2/google_5.jpg	Linn County	m.013jz2/google_4.jpg	Which Illinois city is depicted in the picture?	What city in Illinois is shown in the image?	m.0nryt/google_20.jpg	What is the name of this location?	Waukegan
when is season 14 episode 13 of greys anatomy coming out	March 1, 2018	Catherine_Zeta-Jones	m.013knm/google_23.jpg	Rose McGowan	m.013knm/bing_4.jpg	What is the name of the actor shown in this picture?	Who is the actor featured in this image?	m.01m4yn/google_20.jpg	Who is the actress featured in the image?	Nathan Lane

End of preview.

VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark

arxiv: https://arxiv.org/abs/2403.07350

github: https://github.com/VLKEB/VLKEB

Recently, knowledge editing on large language models (LLMs) has received considerable attention. Compared to this, editing Large Vision-Language Models (LVLMs) faces extra challenges from diverse data modalities and complicated model components, and data for LVLMs editing are limited. The existing LVLM editing benchmark, which comprises three metrics (Reliability, Locality, and Generality), falls short in the quality of synthesized evaluation images and cannot assess whether models apply edited knowledge in relevant content. Therefore, we employ more reliable data collection methods to construct a new Large Vision-Language Model Knowledge Editing Benchmark, VLKEB, and extend the Portability metric for more comprehensive evaluation. Leveraging a multi-modal knowledge graph, our image data are bound with knowledge entities. This can be further used to extract entity-related knowledge, which constitutes the base of editing data. We conduct experiments of different editing methods on five LVLMs, and thoroughly analyze how do they impact the models. The results reveal strengths and deficiencies of these methods and hopefully provide insights for future research.

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Models trained or fine-tuned on HymanH/VLKEB-data

HymanH/VLKEB-models

Updated Jun 18 • 1