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GX010021
[ "Let's first preheat the oven to 350 degrees Fahrenheit.", "Okay. Starting the oven to 350 Fahrenheit.", "Great Job!", "Get a bowl to mix the wet ingredients.", "Okay.", "That bowl is too small. Let's get a bigger bowl.", "Okay! Getting a bigger bowl.", "Great job.", "Now crack two eggs and add them...
[ "Instruction", "User-Comment", "Success", "Instruction", "User-Comment", "Feedback", "User-Comment", "Success", "Instruction", "Feedback", "User-Comment", "Success", "Instruction", "Feedback", "User-Comment", "Instruction-Clarification", "Success", "Instruction", "User-Comment", ...
[ 4.418, 9.608, 15.982, 17, 21.948, 24.128, 30.588, 34.819, 36.658, 79, 82.548, 88, 89.108, 117.88, 124.48, 127.568, 133.723, 134.748, 141.508, 174.418, 179.388, 185.748, 204.538, 226.458, 230.048, 231.088, 293.688, 294.698, 329.488, 333.708, 397.648, 431....
GX010029
[ "Get a large pan and put it on the stove.", "Good job!", "Switch on the stove and add 2 tablespoons of oil.", "You need to add oil as well.", "Great.", "Now, get a chopping board, knife and an onion.", "Good Job.", "Dice one full onion.", "You need to dice the onion.", "Great job.", "Now, you ne...
[ "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "Succ...
[ 1.97, 9.4, 10.4, 16.54, 26.3, 27.82, 39.41, 40.8, 51.57, 109, 109.88, 123, 129.34, 130.42, 165.22, 219.8, 223.54, 224.678, 237.02, 238.044, 244.08, 249, 250.12, 300, 327, 330.8, 344.105, 345.13, 356.4, 357.48, 370.09, 370.51, 382.935, 384.96, 396.3...
GX010033
[ "First, get a baguette and slice four half-inch thick pieces from it.", "The slices are too thick. Make them half an inch thick.", "Good job.", "Next, toast the baguette slices in the toaster. Toast until golden brown usually around 1 minute.", "Good job.", "Now, brush each toast lightly with some olive o...
[ "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Success", "In...
[ 4.188, 25.588, 51.338, 53.408, 129.483, 130.508, 160.788, 163.898, 184.448, 213.793, 214.818, 232.888, 255.648, 260.813, 261.838, 289.708, 304.658, 306.738, 325.433, 327.458, 340.969, 342.068, 351.698, 352.698, 361.238, 438.658 ]
GX010037
[ "Take a bowl and put 3 teaspoons of sesame oil in it.", "This is sesame oil.", "You should use 3 teaspoons.", "Great job.", "Now, pour in 4 teaspoons of soya sauce.", "Good job.", "Now add one teaspoon of honey to it and mix the contents well.", "You should use a measuring spoon.", "Great job.", "...
[ "Instruction", "User-Comment", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "...
[ 2.13, 15.43, 30.59, 38.89, 40.83, 106.994067, 108.018067, 117.248067, 149.118067, 151.488067, 218.018067, 218.698067, 300.298067, 376.769067, 377.838067, 399.048067, 422.843067, 423.868067, 432.774067, 433.799067, 472.018067, 492.308067, 494.358067, 573.573067, 574.59...
GX010049
[ "First grab an apple and a knife.", "Good job!", "Now cut the apple into thin slices.", "Not all slices are of the same size. Make sure that the pieces are uniformly sliced.", "Good job!", "Now get a microwave safe plate and place the apple pieces on it. Make sure that the apple slices are on their side."...
[ "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Feedback", "Success", "Instruction", "Success" ]
[ 3.8, 9.775, 10.8, 46, 67.975, 69, 97, 123.975, 125, 147, 161.975, 163, 229, 244.975, 246, 332, 387, 394.975, 396, 438 ]
GX010053
[ "Get a large pot and fill it with water.", "Great job.", "Put the pot of water on the stove and turn on the stove at high heat.", "Great job.", "Add one tablespoon of salt to the water.", "Make sure that you have added enough salt. You should add at least one tablespoon.", "Great job.", "Take about 20...
[ "Instruction", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Success", "Instruction", "Success", "Instruction", "Feedback", "Fe...
[ 1, 43, 44, 64, 65, 85, 99, 100, 143, 145, 187, 213, 214, 332, 396.975, 398, 422, 424, 433, 434, 470, 476, 495, 496, 543, 694, 901, 916.5, 917.5, 976.975, 978, 990, 1011, 1012, 1022, 1027, 1028, 1091, 1092, 1159, 1183, 1184, 1206, ...
GX010063
[ "Put two slices of bread into the toaster and toast them until crisp. Usually two to three minutes.", "Make sure that the toast is golden and crispy.", "You might want to check on the toast.", "Good job!", "Now grab one ripe banana and peel it into thin coins, about 1/4 inch thick.", "Make sure to grab a ...
[ "Instruction", "Feedback", "Feedback", "Success", "Instruction", "Feedback", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "Feedback", "Success", "Instruction", "User-Question", "Feedback", "Success", "Instruction", "Feedback", "User-Question", ...
[ 12, 73, 162, 201, 204, 215, 255, 283, 284, 295, 316, 317, 340, 377, 378, 393, 404, 464.975, 467, 475, 484, 488, 490, 491, 549, 551, 572, 596, 627, 671, 672, 731, 732, 744, 747.024, 759, 796, 800.024, 846 ]

Ego Mistake Corrections Benchmark (Ego-MC-Bench) - Random Sample

Release Files

  • annotations/annotations.json
  • videos/*.MP4
  • sample_manifest.json

Sample Statistics

  • Total videos: 7
  • Total annotations: 253

Selected videos:

  • GX010021
  • GX010029
  • GX010033
  • GX010037
  • GX010049
  • GX010053
  • GX010063

Text type counts:

  • Feedback: 54
  • Instruction: 85
  • Instruction-Clarification: 10
  • Success: 82
  • User-Comment: 12
  • User-Question: 10

Data Format

Each row in annotations.json has schema:

{
  "video_id": "GX010021",
  "texts": ["Let's first preheat the oven to 350 degrees Fahrenheit."],
  "text_types": ["Instruction"],
  "text_timestamps": [4.418]
}

Video asset convention:

  • videos/<video_id>.MP4

Dataset License

This dataset is released for research purposes only.

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