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"coco/train2017/000000071737.jpg",
"coco/train2017/000000524595.jpg"
] | [
{
"from": "human",
"value": "For all images with a sink, do all of them have a bottle?"
},
{
"from": "gpt",
"value": "yes"
}
] | BzS9y7hH6wkCL7tYPptEfK |
[
"coco/train2017/000000028506.jpg",
"coco/train2017/000000188421.jpg",
"coco/train2017/000000009236.jpg",
"coco/train2017/000000040414.jpg",
"coco/train2017/000000497002.jpg"
] | a sink | [
"coco/val2017/000000025393.jpg",
"coco/train2017/000000376123.jpg",
"coco/train2017/000000067757.jpg",
"coco/val2017/000000332351.jpg",
"coco/train2017/000000036450.jpg"
] | [
{
"from": "human",
"value": "For all images with a sink, do any of them have a bottle?"
},
{
"from": "gpt",
"value": "yes"
}
] | HSkphBUREsU7RVTzeUQKr3 |
[
"coco/train2017/000000230610.jpg",
"coco/train2017/000000459219.jpg",
"coco/train2017/000000450359.jpg",
"coco/train2017/000000441196.jpg",
"coco/train2017/000000047632.jpg"
] | a sink | [
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"coco/val2017/000000017436.jpg",
"coco/train2017/000000021198.jpg",
"coco/train2017/000000122997.jpg",
"coco/val2017/000000534673.jpg"
] | [
{
"from": "human",
"value": "For all images with a sink, do all of them have a bottle?"
},
{
"from": "gpt",
"value": "no"
}
] | 7cbRDwj6xiJazKgZBZptAX |
[
"coco/train2017/000000045746.jpg",
"coco/train2017/000000229324.jpg"
] | a sink | [
"coco/train2017/000000013721.jpg",
"coco/train2017/000000113139.jpg",
"coco/train2017/000000565227.jpg",
"coco/train2017/000000413235.jpg",
"coco/val2017/000000479030.jpg",
"coco/train2017/000000027441.jpg",
"coco/train2017/000000490381.jpg",
"coco/val2017/000000498919.jpg"
] | [
{
"from": "human",
"value": "For all images with a sink, do any of them have a bottle?"
},
{
"from": "gpt",
"value": "no"
}
] | k5tqFHkziXL3vC38dZnjYQ |
[
"coco/val2017/000000128148.jpg",
"coco/train2017/000000259952.jpg",
"coco/train2017/000000415432.jpg",
"coco/train2017/000000120535.jpg",
"coco/train2017/000000243600.jpg"
] | a potted plant | [
"coco/train2017/000000428447.jpg",
"coco/train2017/000000134574.jpg",
"coco/train2017/000000523174.jpg",
"coco/val2017/000000171788.jpg",
"coco/train2017/000000106677.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do all of them have a chair?"
},
{
"from": "gpt",
"value": "yes"
}
] | GsTuj2MrvV8cMdhJsnhL5C |
[
"coco/train2017/000000241844.jpg",
"coco/train2017/000000556178.jpg"
] | a potted plant | [
"coco/train2017/000000148329.jpg",
"coco/train2017/000000178084.jpg",
"coco/train2017/000000158333.jpg",
"coco/train2017/000000539453.jpg",
"coco/train2017/000000257992.jpg",
"coco/train2017/000000346140.jpg",
"coco/train2017/000000242427.jpg",
"coco/train2017/000000471842.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do any of them have a chair?"
},
{
"from": "gpt",
"value": "yes"
}
] | LHYf8waoA9E4HRmT9Xdoho |
[
"coco/val2017/000000386210.jpg",
"coco/train2017/000000553083.jpg",
"coco/train2017/000000050609.jpg"
] | a potted plant | [
"coco/train2017/000000264976.jpg",
"coco/train2017/000000089814.jpg",
"coco/train2017/000000192296.jpg",
"coco/train2017/000000448923.jpg",
"coco/train2017/000000370038.jpg",
"coco/train2017/000000367429.jpg",
"coco/train2017/000000193504.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do all of them have a chair?"
},
{
"from": "gpt",
"value": "no"
}
] | 7Ts4hAkhM2C45RxNdke5D7 |
[
"coco/train2017/000000084783.jpg",
"coco/val2017/000000159282.jpg",
"coco/train2017/000000407149.jpg"
] | a potted plant | [
"coco/train2017/000000296816.jpg",
"coco/train2017/000000564281.jpg",
"coco/train2017/000000446881.jpg",
"coco/train2017/000000392251.jpg",
"coco/train2017/000000504670.jpg",
"coco/train2017/000000265069.jpg",
"coco/train2017/000000442681.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do any of them have a chair?"
},
{
"from": "gpt",
"value": "no"
}
] | AabaJUuik9da8LFMUBDveq |
[
"coco/train2017/000000253438.jpg",
"coco/train2017/000000387429.jpg"
] | a bowl | [
"coco/train2017/000000066960.jpg",
"coco/train2017/000000378894.jpg",
"coco/train2017/000000213905.jpg",
"coco/train2017/000000406810.jpg",
"coco/train2017/000000472540.jpg",
"coco/val2017/000000213593.jpg",
"coco/train2017/000000001089.jpg",
"coco/val2017/000000408112.jpg"
] | [
{
"from": "human",
"value": "For all images with a bowl, do all of them have a chair?"
},
{
"from": "gpt",
"value": "yes"
}
] | WeWSBjoVcAqu2p2cKa55XK |
[
"coco/train2017/000000253438.jpg",
"coco/val2017/000000022705.jpg",
"coco/train2017/000000090753.jpg",
"coco/val2017/000000084241.jpg",
"coco/train2017/000000077980.jpg"
] | a bowl | [
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"coco/train2017/000000154254.jpg",
"coco/train2017/000000283498.jpg",
"coco/train2017/000000502433.jpg",
"coco/train2017/000000484414.jpg"
] | [
{
"from": "human",
"value": "For all images with a bowl, do any of them have a chair?"
},
{
"from": "gpt",
"value": "yes"
}
] | 6w7jaFrsEY63aXKAhHRg8Z |
[
"coco/train2017/000000526186.jpg",
"coco/val2017/000000136600.jpg",
"coco/train2017/000000371854.jpg"
] | a bowl | [
"coco/train2017/000000438432.jpg",
"coco/train2017/000000401951.jpg",
"coco/train2017/000000048653.jpg",
"coco/train2017/000000493395.jpg",
"coco/train2017/000000209180.jpg",
"coco/val2017/000000331604.jpg",
"coco/train2017/000000447787.jpg"
] | [
{
"from": "human",
"value": "For all images with a bowl, do all of them have a chair?"
},
{
"from": "gpt",
"value": "no"
}
] | PMrn788bm7DbdbVwvsGhht |
[
"coco/train2017/000000509855.jpg",
"coco/val2017/000000462576.jpg"
] | a bowl | [
"coco/train2017/000000254123.jpg",
"coco/train2017/000000578861.jpg",
"coco/val2017/000000577959.jpg",
"coco/train2017/000000229324.jpg",
"coco/train2017/000000193946.jpg",
"coco/train2017/000000064531.jpg",
"coco/val2017/000000265777.jpg",
"coco/val2017/000000255912.jpg"
] | [
{
"from": "human",
"value": "For all images with a bowl, do any of them have a chair?"
},
{
"from": "gpt",
"value": "no"
}
] | XRkUw3kymbKV7qLPTofFBY |
[
"coco/train2017/000000442214.jpg",
"coco/train2017/000000527060.jpg",
"coco/train2017/000000185559.jpg"
] | a cake | [
"coco/train2017/000000306453.jpg",
"coco/train2017/000000051594.jpg",
"coco/train2017/000000039322.jpg",
"coco/train2017/000000160889.jpg",
"coco/train2017/000000527064.jpg",
"coco/train2017/000000527486.jpg",
"coco/train2017/000000398309.jpg"
] | [
{
"from": "human",
"value": "For all images with a cake, do all of them have a dining table?"
},
{
"from": "gpt",
"value": "yes"
}
] | jkSk6ktw5JbVtf9N4b2TKL |
[
"coco/train2017/000000244586.jpg",
"coco/val2017/000000426329.jpg"
] | a cake | [
"coco/train2017/000000015345.jpg",
"coco/train2017/000000541223.jpg",
"coco/train2017/000000422918.jpg",
"coco/train2017/000000057403.jpg",
"coco/train2017/000000272880.jpg",
"coco/train2017/000000460623.jpg",
"coco/train2017/000000194903.jpg",
"coco/val2017/000000187243.jpg"
] | [
{
"from": "human",
"value": "For all images with a cake, do any of them have a dining table?"
},
{
"from": "gpt",
"value": "yes"
}
] | dEqWoLKkD8EVrwHkiymdFv |
[
"coco/train2017/000000051376.jpg",
"coco/train2017/000000333156.jpg"
] | a cake | [
"coco/train2017/000000530407.jpg",
"coco/train2017/000000405223.jpg",
"coco/train2017/000000157592.jpg",
"coco/train2017/000000358149.jpg",
"coco/train2017/000000259986.jpg",
"coco/train2017/000000178236.jpg",
"coco/val2017/000000261535.jpg",
"coco/train2017/000000148591.jpg"
] | [
{
"from": "human",
"value": "For all images with a cake, do all of them have a dining table?"
},
{
"from": "gpt",
"value": "no"
}
] | PZoQYqkFtw7BqcHqoPs7d9 |
[
"coco/val2017/000000109916.jpg",
"coco/train2017/000000333156.jpg",
"coco/val2017/000000304984.jpg"
] | a cake | [
"coco/train2017/000000203506.jpg",
"coco/train2017/000000369404.jpg",
"coco/val2017/000000453166.jpg",
"coco/train2017/000000074704.jpg",
"coco/train2017/000000390585.jpg",
"coco/train2017/000000578675.jpg",
"coco/train2017/000000527828.jpg"
] | [
{
"from": "human",
"value": "For all images with a cake, do any of them have a dining table?"
},
{
"from": "gpt",
"value": "no"
}
] | 8rK8qqu4jv7tpTHXhuuDr8 |
[
"coco/train2017/000000234238.jpg",
"coco/train2017/000000208740.jpg"
] | a knife | [
"coco/train2017/000000496360.jpg",
"coco/train2017/000000326555.jpg",
"coco/train2017/000000520437.jpg",
"coco/train2017/000000194598.jpg",
"coco/train2017/000000499940.jpg",
"coco/train2017/000000302512.jpg",
"coco/train2017/000000096804.jpg",
"coco/train2017/000000284028.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do all of them have a bowl?"
},
{
"from": "gpt",
"value": "yes"
}
] | bNzsgDtezMQDWjncjmXZhh |
[
"coco/train2017/000000011360.jpg",
"coco/train2017/000000040986.jpg"
] | a knife | [
"coco/train2017/000000505240.jpg",
"coco/train2017/000000483330.jpg",
"coco/train2017/000000083065.jpg",
"coco/train2017/000000203705.jpg",
"coco/train2017/000000552364.jpg",
"coco/train2017/000000570709.jpg",
"coco/train2017/000000105683.jpg",
"coco/train2017/000000421146.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do any of them have a bowl?"
},
{
"from": "gpt",
"value": "yes"
}
] | Qwzo6JogjXcaZGVjSKup8y |
[
"coco/train2017/000000006189.jpg",
"coco/train2017/000000406616.jpg"
] | a knife | [
"coco/train2017/000000386929.jpg",
"coco/train2017/000000446909.jpg",
"coco/train2017/000000145746.jpg",
"coco/train2017/000000437497.jpg",
"coco/train2017/000000087052.jpg",
"coco/train2017/000000028239.jpg",
"coco/train2017/000000092826.jpg",
"coco/train2017/000000301595.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do all of them have a bowl?"
},
{
"from": "gpt",
"value": "no"
}
] | BUTiP5NHhX99eTQcSeaRFP |
[
"coco/train2017/000000443597.jpg",
"coco/train2017/000000290819.jpg",
"coco/train2017/000000003192.jpg",
"coco/train2017/000000356337.jpg",
"coco/train2017/000000317656.jpg"
] | a knife | [
"coco/train2017/000000565715.jpg",
"coco/train2017/000000149588.jpg",
"coco/train2017/000000053665.jpg",
"coco/train2017/000000505739.jpg",
"coco/train2017/000000267844.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do any of them have a bowl?"
},
{
"from": "gpt",
"value": "no"
}
] | kYzcxuQew8cQA27Xo6cKic |
[
"coco/train2017/000000160498.jpg",
"coco/train2017/000000572495.jpg",
"coco/train2017/000000093175.jpg"
] | a tv | [
"coco/train2017/000000487450.jpg",
"coco/train2017/000000574103.jpg",
"coco/train2017/000000175539.jpg",
"coco/train2017/000000034020.jpg",
"coco/train2017/000000550350.jpg",
"coco/val2017/000000045596.jpg",
"coco/train2017/000000188308.jpg"
] | [
{
"from": "human",
"value": "For all images with a tv, do all of them have a book?"
},
{
"from": "gpt",
"value": "yes"
}
] | G46nHCW5sysZXkeTZzBZpo |
[
"coco/train2017/000000151704.jpg",
"coco/train2017/000000010694.jpg"
] | a tv | [
"coco/val2017/000000052996.jpg",
"coco/train2017/000000036450.jpg",
"coco/train2017/000000205854.jpg",
"coco/train2017/000000534018.jpg",
"coco/val2017/000000069356.jpg",
"coco/train2017/000000033717.jpg",
"coco/train2017/000000180274.jpg",
"coco/train2017/000000129675.jpg"
] | [
{
"from": "human",
"value": "For all images with a tv, do any of them have a book?"
},
{
"from": "gpt",
"value": "yes"
}
] | GwBpsR6mzG77ukNrKJi4mj |
[
"coco/train2017/000000500118.jpg",
"coco/val2017/000000366141.jpg"
] | a tv | [
"coco/train2017/000000567789.jpg",
"coco/train2017/000000247840.jpg",
"coco/val2017/000000013774.jpg",
"coco/train2017/000000057508.jpg",
"coco/train2017/000000002124.jpg",
"coco/train2017/000000295006.jpg",
"coco/train2017/000000451573.jpg",
"coco/train2017/000000293002.jpg"
] | [
{
"from": "human",
"value": "For all images with a tv, do all of them have a book?"
},
{
"from": "gpt",
"value": "no"
}
] | hbPNDsg2np7BTjXSuvbXry |
[
"coco/train2017/000000387482.jpg",
"coco/train2017/000000164924.jpg"
] | a tv | [
"coco/train2017/000000130062.jpg",
"coco/train2017/000000044800.jpg",
"coco/train2017/000000248238.jpg",
"coco/train2017/000000429633.jpg",
"coco/train2017/000000480470.jpg",
"coco/train2017/000000282251.jpg",
"coco/train2017/000000460022.jpg",
"coco/train2017/000000026768.jpg"
] | [
{
"from": "human",
"value": "For all images with a tv, do any of them have a book?"
},
{
"from": "gpt",
"value": "no"
}
] | SCPpatkv7cQENpRMR3aHUt |
[
"coco/train2017/000000302077.jpg",
"coco/train2017/000000089367.jpg",
"coco/train2017/000000076384.jpg",
"coco/train2017/000000426172.jpg",
"coco/train2017/000000550864.jpg"
] | a knife | [
"coco/train2017/000000061106.jpg",
"coco/train2017/000000266601.jpg",
"coco/train2017/000000237060.jpg",
"coco/val2017/000000312237.jpg",
"coco/train2017/000000154880.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do all of them have a bottle?"
},
{
"from": "gpt",
"value": "yes"
}
] | nVfF5WwAoUZWxQPEWedxjL |
[
"coco/train2017/000000356337.jpg",
"coco/val2017/000000064084.jpg"
] | a knife | [
"coco/train2017/000000036450.jpg",
"coco/train2017/000000106046.jpg",
"coco/train2017/000000098242.jpg",
"coco/train2017/000000482562.jpg",
"coco/train2017/000000258433.jpg",
"coco/train2017/000000576253.jpg",
"coco/train2017/000000029838.jpg",
"coco/train2017/000000197245.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do any of them have a bottle?"
},
{
"from": "gpt",
"value": "yes"
}
] | aDFduwNabibTtNFSua72wq |
[
"coco/train2017/000000133291.jpg",
"coco/train2017/000000217329.jpg",
"coco/train2017/000000149284.jpg",
"coco/train2017/000000072096.jpg",
"coco/train2017/000000347144.jpg"
] | a knife | [
"coco/train2017/000000262896.jpg",
"coco/train2017/000000435475.jpg",
"coco/train2017/000000144836.jpg",
"coco/train2017/000000556600.jpg",
"coco/train2017/000000392022.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do all of them have a bottle?"
},
{
"from": "gpt",
"value": "no"
}
] | AksTJX7Xjq88RDDf23LRn2 |
[
"coco/train2017/000000054870.jpg",
"coco/train2017/000000571279.jpg"
] | a knife | [
"coco/train2017/000000329337.jpg",
"coco/train2017/000000100978.jpg",
"coco/train2017/000000470932.jpg",
"coco/train2017/000000416864.jpg",
"coco/train2017/000000376859.jpg",
"coco/train2017/000000245971.jpg",
"coco/train2017/000000577212.jpg",
"coco/train2017/000000172006.jpg"
] | [
{
"from": "human",
"value": "For all images with a knife, do any of them have a bottle?"
},
{
"from": "gpt",
"value": "no"
}
] | mG7EfE5jLHdoktukuyXb4u |
[
"coco/train2017/000000162561.jpg",
"coco/train2017/000000191758.jpg",
"coco/train2017/000000054204.jpg"
] | a handbag | [
"coco/train2017/000000078495.jpg",
"coco/train2017/000000290532.jpg",
"coco/train2017/000000539310.jpg",
"coco/train2017/000000313321.jpg",
"coco/val2017/000000393469.jpg",
"coco/train2017/000000281296.jpg",
"coco/val2017/000000394510.jpg"
] | [
{
"from": "human",
"value": "For all images with a handbag, do all of them have a car?"
},
{
"from": "gpt",
"value": "yes"
}
] | hdoeek5jzX8q92YC7pBSZV |
[
"coco/train2017/000000286544.jpg",
"coco/train2017/000000554241.jpg",
"coco/val2017/000000281687.jpg",
"coco/train2017/000000378831.jpg"
] | a handbag | [
"coco/train2017/000000426377.jpg",
"coco/train2017/000000265789.jpg",
"coco/train2017/000000024396.jpg",
"coco/train2017/000000218811.jpg",
"coco/val2017/000000322574.jpg",
"coco/train2017/000000217181.jpg"
] | [
{
"from": "human",
"value": "For all images with a handbag, do any of them have a car?"
},
{
"from": "gpt",
"value": "yes"
}
] | 5B6wPKHKkoK7ZA3t2bFMXa |
[
"coco/train2017/000000176374.jpg",
"coco/train2017/000000316063.jpg",
"coco/train2017/000000117037.jpg",
"coco/train2017/000000394904.jpg"
] | a handbag | [
"coco/val2017/000000480212.jpg",
"coco/train2017/000000335810.jpg",
"coco/train2017/000000271917.jpg",
"coco/train2017/000000554302.jpg",
"coco/train2017/000000152340.jpg",
"coco/train2017/000000315948.jpg"
] | [
{
"from": "human",
"value": "For all images with a handbag, do all of them have a car?"
},
{
"from": "gpt",
"value": "no"
}
] | Xik5MjFmkXbVF72RAAEvxC |
[
"coco/val2017/000000512836.jpg",
"coco/train2017/000000434689.jpg",
"coco/train2017/000000487698.jpg",
"coco/train2017/000000177375.jpg"
] | a handbag | [
"coco/train2017/000000451202.jpg",
"coco/train2017/000000136768.jpg",
"coco/train2017/000000243831.jpg",
"coco/train2017/000000161124.jpg",
"coco/train2017/000000447927.jpg",
"coco/train2017/000000428375.jpg"
] | [
{
"from": "human",
"value": "For all images with a handbag, do any of them have a car?"
},
{
"from": "gpt",
"value": "no"
}
] | h6EiuVQtPrsYh8eq8Jg83S |
[
"coco/train2017/000000282711.jpg",
"coco/train2017/000000008922.jpg",
"coco/val2017/000000029596.jpg"
] | a potted plant | [
"coco/train2017/000000228350.jpg",
"coco/train2017/000000375219.jpg",
"coco/train2017/000000218996.jpg",
"coco/train2017/000000176744.jpg",
"coco/train2017/000000082468.jpg",
"coco/train2017/000000133648.jpg",
"coco/train2017/000000079047.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do all of them have a dining table?"
},
{
"from": "gpt",
"value": "yes"
}
] | ELzFkdqk94DFWkYXFzrVn3 |
[
"coco/train2017/000000033802.jpg",
"coco/val2017/000000214720.jpg"
] | a potted plant | [
"coco/val2017/000000405205.jpg",
"coco/train2017/000000434509.jpg",
"coco/train2017/000000042541.jpg",
"coco/train2017/000000266041.jpg",
"coco/train2017/000000124300.jpg",
"coco/val2017/000000336356.jpg",
"coco/train2017/000000102330.jpg",
"coco/train2017/000000556980.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do any of them have a dining table?"
},
{
"from": "gpt",
"value": "yes"
}
] | AamiHRLdQxbUBbpz3nJ3j7 |
[
"coco/val2017/000000465549.jpg",
"coco/train2017/000000376891.jpg",
"coco/train2017/000000390083.jpg"
] | a potted plant | [
"coco/train2017/000000525369.jpg",
"coco/val2017/000000373382.jpg",
"coco/train2017/000000115241.jpg",
"coco/train2017/000000163436.jpg",
"coco/train2017/000000291589.jpg",
"coco/val2017/000000099810.jpg",
"coco/val2017/000000132703.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do all of them have a dining table?"
},
{
"from": "gpt",
"value": "no"
}
] | C2PqrX4ey6exn5eKQvxpi3 |
[
"coco/train2017/000000364783.jpg",
"coco/val2017/000000248400.jpg",
"coco/val2017/000000289393.jpg",
"coco/train2017/000000170365.jpg",
"coco/train2017/000000501824.jpg"
] | a potted plant | [
"coco/train2017/000000081070.jpg",
"coco/train2017/000000523371.jpg",
"coco/train2017/000000295051.jpg",
"coco/val2017/000000173371.jpg",
"coco/train2017/000000233830.jpg"
] | [
{
"from": "human",
"value": "For all images with a potted plant, do any of them have a dining table?"
},
{
"from": "gpt",
"value": "no"
}
] | LBjuKoo8YcjpxAqNTtz7Dj |
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Visual Haystacks Dataset Card
Dataset details
Dataset type: Visual Haystacks (VHs) is a benchmark dataset specifically designed to evaluate the Large Multimodal Model's (LMM's) capability to handle long-context visual information. It can also be viewed as the first visual-centric Needle-In-A-Haystack (NIAH) benchmark dataset. Please also download COCO-2017's training set validation set.
Data Preparation and Benchmarking
- Download the VQA questions:
huggingface-cli download --repo-type dataset tsunghanwu/visual_haystacks --local-dir dataset/VHs_qa - Download the COCO 2017 dataset and organize it as follows, with the default root directory ./dataset/coco:
dataset/ ├── coco │ ├── annotations │ ├── test2017 │ └── val2017 └── VHs_qa ├── VHs_full │ ├── multi_needle │ └── single_needle └── VHs_small ├── multi_needle └── single_needle - Follow the instructions in https://github.com/visual-haystacks/vhs_benchmark to run the evaluation
- Please check out our project page for more information. You can also send questions or comments about the model to our github repo
Intended use
Primary intended uses: The primary use of VHs is research on large multimodal models and chatbots.
Primary intended users: The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.
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