diff --git "a/zeroshot/train.jsonl" "b/zeroshot/train.jsonl"
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+++ "b/zeroshot/train.jsonl"
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+{"image_file": "000000558388.jpg", "image_link": "http://images.cocodataset.org/train2017/000000558388.jpg", "width": 640, "height": 640, "caption": "The cake is next to the person.", "label": 1, "relation": "next to", "ref_exp": {"labels": ["cake", "person"], "label_positions": [[4, 8], [24, 30]], "bboxes": [[27.33, 126.56, 582.47, 409.89], [0.0, 0.0, 227.24, 279.01]]}}
+{"image_file": "000000172406.jpg", "image_link": "http://images.cocodataset.org/train2017/000000172406.jpg", "width": 640, "height": 428, "caption": "The horse is next to the bus.", "label": 0, "relation": "next to", "ref_exp": {"labels": ["horse", "bus"], "label_positions": [[4, 9], [25, 28]], "bboxes": [[0.93, 110.48, 433.57, 292.45], [407.63, 170.19, 100.17, 109.13]]}}
+{"image_file": "000000270596.jpg", "image_link": "http://images.cocodataset.org/train2017/000000270596.jpg", "width": 640, "height": 480, "caption": "The person is at the left side of the tv.", "label": 1, "relation": "at the left side of", "ref_exp": {"labels": ["person", "tv"], "label_positions": [[4, 10], [38, 40]], "bboxes": [[1.03, 5.16, 337.55, 468.65], [337.36, 173.77, 284.15, 254.72]]}}
+{"image_file": "000000327575.jpg", "image_link": "http://images.cocodataset.org/train2017/000000327575.jpg", "width": 640, "height": 480, "caption": "The elephant is touching the bus.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["elephant", "bus"], "label_positions": [[4, 12], [29, 32]], "bboxes": [[179.49, 111.07, 241.63, 322.04], [0.0, 126.57, 109.76, 133.97]]}}
+{"image_file": "000000214873.jpg", "image_link": "http://images.cocodataset.org/train2017/000000214873.jpg", "width": 640, "height": 426, "caption": "The truck is part of the cake.", "label": 0, "relation": "part of", "ref_exp": {"labels": ["truck", "cake"], "label_positions": [[4, 9], [25, 29]], "bboxes": [[0.0, 1.62, 282.4, 310.17], [193.38, 314.0, 368.56, 105.3]]}}
+{"image_file": "000000381330.jpg", "image_link": "http://images.cocodataset.org/train2017/000000381330.jpg", "width": 640, "height": 427, "caption": "The person is facing away from the banana.", "label": 0, "relation": "facing away from", "ref_exp": {"labels": ["person", "banana"], "label_positions": [[4, 10], [35, 41]], "bboxes": [[51.58, 56.45, 588.42, 314.28], [157.37, 180.4, 135.03, 171.55]]}}
+{"image_file": "000000154846.jpg", "image_link": "http://images.cocodataset.org/train2017/000000154846.jpg", "width": 640, "height": 428, "caption": "The pizza is touching the person.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["pizza", "person"], "label_positions": [[4, 9], [26, 32]], "bboxes": [[0.0, 140.49, 640.0, 280.84], [149.08, 2.89, 490.92, 124.07]]}}
+{"image_file": "000000033904.jpg", "image_link": "http://images.cocodataset.org/train2017/000000033904.jpg", "width": 640, "height": 480, "caption": "The teddy bear is in the couch.", "label": 1, "relation": "in", "ref_exp": {"labels": ["teddy bear", "couch"], "label_positions": [[4, 14], [25, 30]], "bboxes": [[203.87, 73.17, 248.09, 169.35], [1.08, 0.0, 638.92, 474.61]]}}
+{"image_file": "000000477195.jpg", "image_link": "http://images.cocodataset.org/train2017/000000477195.jpg", "width": 640, "height": 480, "caption": "The pizza is above the dining table.", "label": 1, "relation": "above", "ref_exp": {"labels": ["pizza", "dining table"], "label_positions": [[4, 9], [23, 35]], "bboxes": [[6.47, 62.56, 481.08, 173.66], [1.08, 56.09, 638.92, 423.91]]}}
+{"image_file": "000000000397.jpg", "image_link": "http://images.cocodataset.org/train2017/000000000397.jpg", "width": 640, "height": 480, "caption": "The person is touching the pizza.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["person", "pizza"], "label_positions": [[4, 10], [27, 32]], "bboxes": [[3.74, 0.0, 225.66, 205.33], [4.31, 44.22, 631.02, 412.05]]}}
+{"image_file": "000000005883.jpg", "image_link": "http://images.cocodataset.org/train2017/000000005883.jpg", "width": 425, "height": 640, "caption": "The bus is perpendicular to the truck.", "label": 1, "relation": "perpendicular to", "ref_exp": {"labels": ["bus", "truck"], "label_positions": [[4, 7], [32, 37]], "bboxes": [[338.53, 465.27, 86.47, 72.12], [0.83, 433.38, 269.27, 174.92]]}}
+{"image_file": "000000537382.jpg", "image_link": "http://images.cocodataset.org/train2017/000000537382.jpg", "width": 427, "height": 640, "caption": "The sandwich is on the banana.", "label": 1, "relation": "on", "ref_exp": {"labels": ["sandwich", "banana"], "label_positions": [[4, 12], [23, 29]], "bboxes": [[67.9, 194.65, 304.11, 204.34], [1.64, 327.65, 425.36, 298.36]]}}
+{"image_file": "000000135057.jpg", "image_link": "http://images.cocodataset.org/train2017/000000135057.jpg", "width": 640, "height": 426, "caption": "The truck is behind the airplane.", "label": 0, "relation": "behind", "ref_exp": {"labels": ["truck", "airplane"], "label_positions": [[4, 9], [24, 32]], "bboxes": [[237.33, 159.22, 353.05, 241.9], [40.03, 214.11, 246.83, 75.29]]}}
+{"image_file": "000000034113.jpg", "image_link": "http://images.cocodataset.org/train2017/000000034113.jpg", "width": 426, "height": 640, "caption": "The pizza is touching the person.", "label": 1, "relation": "touching", "ref_exp": {"labels": ["pizza", "person"], "label_positions": [[4, 9], [26, 32]], "bboxes": [[87.9, 292.07, 217.27, 176.92], [14.41, 433.87, 305.59, 198.92]]}}
+{"image_file": "000000151862.jpg", "image_link": "http://images.cocodataset.org/train2017/000000151862.jpg", "width": 431, "height": 640, "caption": "The bottle is away from the teddy bear.", "label": 0, "relation": "away from", "ref_exp": {"labels": ["bottle", "teddy bear"], "label_positions": [[4, 10], [28, 38]], "bboxes": [[214.36, 77.29, 159.14, 430.49], [14.42, 234.27, 212.97, 307.33]]}}
+{"image_file": "000000121952.jpg", "image_link": "http://images.cocodataset.org/train2017/000000121952.jpg", "width": 480, "height": 640, "caption": "The bottle is touching the dining table.", "label": 1, "relation": "touching", "ref_exp": {"labels": ["bottle", "dining table"], "label_positions": [[4, 10], [27, 39]], "bboxes": [[115.29, 178.27, 84.47, 107.38], [1.44, 242.62, 478.56, 386.87]]}}
+{"image_file": "000000516535.jpg", "image_link": "http://images.cocodataset.org/train2017/000000516535.jpg", "width": 640, "height": 480, "caption": "The umbrella is away from the boat.", "label": 1, "relation": "away from", "ref_exp": {"labels": ["umbrella", "boat"], "label_positions": [[4, 12], [30, 34]], "bboxes": [[51.78, 86.36, 553.34, 387.24], [202.91, 303.91, 103.31, 28.27]]}}
+{"image_file": "000000132000.jpg", "image_link": "http://images.cocodataset.org/train2017/000000132000.jpg", "width": 640, "height": 480, "caption": "The person is touching the banana.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["person", "banana"], "label_positions": [[4, 10], [27, 33]], "bboxes": [[163.95, 0.0, 341.68, 253.6], [10.79, 238.2, 506.96, 114.34]]}}
+{"image_file": "000000251475.jpg", "image_link": "http://images.cocodataset.org/train2017/000000251475.jpg", "width": 640, "height": 426, "caption": "The sheep is on top of the person.", "label": 0, "relation": "on top of", "ref_exp": {"labels": ["sheep", "person"], "label_positions": [[4, 9], [27, 33]], "bboxes": [[282.89, 157.97, 258.07, 262.03], [12.44, 2.87, 265.18, 416.43]]}}
+{"image_file": "000000463802.jpg", "image_link": "http://images.cocodataset.org/val2017/000000463802.jpg", "width": 640, "height": 480, "caption": "The teddy bear is touching the person.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["teddy bear", "person"], "label_positions": [[4, 14], [31, 37]], "bboxes": [[1.25, 2.19, 369.72, 466.22], [340.17, 0.0, 299.83, 478.38]]}}
+{"image_file": "000000339588.jpg", "image_link": "http://images.cocodataset.org/train2017/000000339588.jpg", "width": 480, "height": 640, "caption": "The oven is at the left side of the person.", "label": 0, "relation": "at the left side of", "ref_exp": {"labels": ["oven", "person"], "label_positions": [[4, 8], [36, 42]], "bboxes": [[71.26, 266.72, 286.85, 371.99], [202.23, 142.77, 48.79, 48.8]]}}
+{"image_file": "000000526536.jpg", "image_link": "http://images.cocodataset.org/train2017/000000526536.jpg", "width": 640, "height": 425, "caption": "The bowl is left of the pizza.", "label": 1, "relation": "left of", "ref_exp": {"labels": ["bowl", "pizza"], "label_positions": [[4, 8], [24, 29]], "bboxes": [[141.3, 107.08, 425.0, 310.19], [201.71, 113.48, 293.86, 228.96]]}}
+{"image_file": "000000525813.jpg", "image_link": "http://images.cocodataset.org/train2017/000000525813.jpg", "width": 640, "height": 480, "caption": "The bicycle is under the person.", "label": 0, "relation": "under", "ref_exp": {"labels": ["bicycle", "person"], "label_positions": [[4, 11], [25, 31]], "bboxes": [[488.1, 166.36, 151.51, 312.29], [470.03, 18.7, 169.97, 381.51]]}}
+{"image_file": "000000328372.jpg", "image_link": "http://images.cocodataset.org/train2017/000000328372.jpg", "width": 640, "height": 494, "caption": "The bus is next to the potted plant.", "label": 1, "relation": "next to", "ref_exp": {"labels": ["bus", "potted plant"], "label_positions": [[4, 7], [23, 35]], "bboxes": [[114.86, 172.57, 438.24, 305.82], [75.54, 338.91, 40.53, 100.59]]}}
+{"image_file": "000000235069.jpg", "image_link": "http://images.cocodataset.org/train2017/000000235069.jpg", "width": 640, "height": 452, "caption": "The boat is on top of the truck.", "label": 1, "relation": "on top of", "ref_exp": {"labels": ["boat", "truck"], "label_positions": [[4, 8], [26, 31]], "bboxes": [[0.0, 62.91, 405.81, 77.98], [2.04, 147.1, 637.28, 299.3]]}}
+{"image_file": "000000238989.jpg", "image_link": "http://images.cocodataset.org/train2017/000000238989.jpg", "width": 640, "height": 478, "caption": "The orange is above the banana.", "label": 0, "relation": "above", "ref_exp": {"labels": ["orange", "banana"], "label_positions": [[4, 10], [24, 30]], "bboxes": [[278.93, 224.94, 253.06, 235.06], [6.43, 97.64, 472.64, 232.57]]}}
+{"image_file": "000000539406.jpg", "image_link": "http://images.cocodataset.org/train2017/000000539406.jpg", "width": 640, "height": 480, "caption": "The cow is inside the truck.", "label": 1, "relation": "inside", "ref_exp": {"labels": ["cow", "truck"], "label_positions": [[4, 7], [22, 27]], "bboxes": [[174.16, 170.31, 181.02, 162.49], [139.91, 109.9, 355.16, 363.77]]}}
+{"image_file": "000000551288.jpg", "image_link": "http://images.cocodataset.org/train2017/000000551288.jpg", "width": 427, "height": 640, "caption": "The dining table is away from the potted plant.", "label": 1, "relation": "away from", "ref_exp": {"labels": ["dining table", "potted plant"], "label_positions": [[4, 16], [34, 46]], "bboxes": [[0.0, 281.89, 424.27, 358.11], [10.58, 0.0, 142.61, 241.02]]}}
+{"image_file": "000000263098.jpg", "image_link": "http://images.cocodataset.org/train2017/000000263098.jpg", "width": 640, "height": 432, "caption": "The teddy bear is on top of the bicycle.", "label": 0, "relation": "on top of", "ref_exp": {"labels": ["teddy bear", "bicycle"], "label_positions": [[4, 14], [32, 39]], "bboxes": [[185.84, 126.0, 375.57, 279.24], [219.75, 60.31, 110.79, 76.86]]}}
+{"image_file": "000000344271.jpg", "image_link": "http://images.cocodataset.org/train2017/000000344271.jpg", "width": 640, "height": 480, "caption": "The bicycle is behind the couch.", "label": 0, "relation": "behind", "ref_exp": {"labels": ["bicycle", "couch"], "label_positions": [[4, 11], [26, 31]], "bboxes": [[0.0, 142.24, 613.45, 333.1], [322.07, 178.73, 137.41, 286.41]]}}
+{"image_file": "000000252459.jpg", "image_link": "http://images.cocodataset.org/train2017/000000252459.jpg", "width": 640, "height": 424, "caption": "The elephant is in front of the truck.", "label": 0, "relation": "in front of", "ref_exp": {"labels": ["elephant", "truck"], "label_positions": [[4, 12], [32, 37]], "bboxes": [[331.39, 171.81, 63.58, 89.18], [91.41, 0.0, 548.59, 417.06]]}}
+{"image_file": "000000096705.jpg", "image_link": "http://images.cocodataset.org/train2017/000000096705.jpg", "width": 640, "height": 427, "caption": "The banana is into the person.", "label": 1, "relation": "into", "ref_exp": {"labels": ["banana", "person"], "label_positions": [[4, 10], [23, 29]], "bboxes": [[283.4, 192.23, 97.01, 112.85], [202.47, 34.54, 315.69, 387.66]]}}
+{"image_file": "000000387136.jpg", "image_link": "http://images.cocodataset.org/train2017/000000387136.jpg", "width": 640, "height": 427, "caption": "The truck has as a part the cow.", "label": 1, "relation": "has as a part", "ref_exp": {"labels": ["truck", "cow"], "label_positions": [[4, 9], [28, 31]], "bboxes": [[0.0, 14.2, 616.81, 397.52], [522.51, 227.74, 56.96, 48.28]]}}
+{"image_file": "000000080336.jpg", "image_link": "http://images.cocodataset.org/train2017/000000080336.jpg", "width": 640, "height": 480, "caption": "The cow is at the back of the person.", "label": 1, "relation": "at the back of", "ref_exp": {"labels": ["cow", "person"], "label_positions": [[4, 7], [30, 36]], "bboxes": [[8.75, 159.38, 408.75, 252.5], [470.46, 106.72, 132.24, 246.71]]}}
+{"image_file": "000000388344.jpg", "image_link": "http://images.cocodataset.org/train2017/000000388344.jpg", "width": 640, "height": 428, "caption": "The person is touching the teddy bear.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["person", "teddy bear"], "label_positions": [[4, 10], [27, 37]], "bboxes": [[48.2, 106.52, 590.91, 317.14], [387.22, 235.19, 33.84, 34.65]]}}
+{"image_file": "000000126808.jpg", "image_link": "http://images.cocodataset.org/train2017/000000126808.jpg", "width": 640, "height": 480, "caption": "The person is touching the sandwich.", "label": 0, "relation": "touching", "ref_exp": {"labels": ["person", "sandwich"], "label_positions": [[4, 10], [27, 35]], "bboxes": [[1.08, 26.48, 302.42, 447.71], [372.62, 169.77, 262.01, 277.05]]}}
+{"image_file": "000000451274.jpg", "image_link": "http://images.cocodataset.org/train2017/000000451274.jpg", "width": 500, "height": 375, "caption": "The person is at the left side of the oven.", "label": 0, "relation": "at the left side of", "ref_exp": {"labels": ["person", "oven"], "label_positions": [[4, 10], [38, 42]], "bboxes": [[267.02, 24.12, 232.7, 320.59], [0.84, 1.77, 466.65, 373.23]]}}
+{"image_file": "000000293658.jpg", "image_link": "http://images.cocodataset.org/train2017/000000293658.jpg", "width": 640, "height": 426, "caption": "The pizza is on top of the bicycle.", "label": 1, "relation": "on top of", "ref_exp": {"labels": ["pizza", "bicycle"], "label_positions": [[4, 9], [27, 34]], "bboxes": [[159.32, 208.55, 151.69, 26.99], [165.86, 172.71, 372.82, 252.69]]}}
+{"image_file": "000000330955.jpg", "image_link": "http://images.cocodataset.org/train2017/000000330955.jpg", "width": 640, "height": 427, "caption": "The sandwich is touching the person.", "label": 1, "relation": "touching", "ref_exp": {"labels": ["sandwich", "person"], "label_positions": [[4, 12], [29, 35]], "bboxes": [[266.52, 246.55, 127.05, 179.67], [222.16, 3.85, 417.84, 422.19]]}}
+{"image_file": "000000123842.jpg", "image_link": "http://images.cocodataset.org/train2017/000000123842.jpg", "width": 500, "height": 434, "caption": "The cow is on the tv.", "label": 1, "relation": "on", "ref_exp": {"labels": ["cow", "tv"], "label_positions": [[4, 7], [18, 20]], "bboxes": [[267.07, 197.29, 170.52, 107.76], [22.37, 12.75, 456.37, 404.47]]}}
+{"image_file": "000000338431.jpg", "image_link": "http://images.cocodataset.org/train2017/000000338431.jpg", "width": 480, "height": 640, "caption": "The umbrella is alongside the person.", "label": 1, "relation": "alongside", "ref_exp": {"labels": ["umbrella", "person"], "label_positions": [[4, 12], [30, 36]], "bboxes": [[1.48, 198.07, 241.58, 294.22], [15.82, 221.48, 405.57, 417.08]]}}
+{"image_file": "000000099745.jpg", "image_link": "http://images.cocodataset.org/train2017/000000099745.jpg", "width": 640, "height": 420, "caption": "The person is at the left side of the bowl.", "label": 0, "relation": "at the left side of", "ref_exp": {"labels": ["person", "bowl"], "label_positions": [[4, 10], [38, 42]], "bboxes": [[175.7, 0.0, 218.93, 13.25], [104.3, 79.96, 524.29, 332.61]]}}
+{"image_file": "000000166631.jpg", "image_link": "http://images.cocodataset.org/train2017/000000166631.jpg", "width": 569, "height": 640, "caption": "The truck is away from the elephant.", "label": 1, "relation": "away from", "ref_exp": {"labels": ["truck", "elephant"], "label_positions": [[4, 9], [27, 35]], "bboxes": [[34.55, 292.79, 60.49, 44.86], [325.15, 169.53, 193.2, 470.47]]}}
+{"image_file": "000000539189.jpg", "image_link": "http://images.cocodataset.org/train2017/000000539189.jpg", "width": 479, "height": 640, "caption": "The person is at the edge of the couch.", "label": 1, "relation": "at the edge of", "ref_exp": {"labels": ["person", "couch"], "label_positions": [[4, 10], [33, 38]], "bboxes": [[92.25, 53.33, 266.67, 579.46], [1.44, 54.21, 477.56, 555.15]]}}
+{"image_file": "000000092346.jpg", "image_link": "http://images.cocodataset.org/train2017/000000092346.jpg", "width": 480, "height": 640, "caption": "The cake is at the edge of the oven.", "label": 1, "relation": "at the edge of", "ref_exp": {"labels": ["cake", "oven"], "label_positions": [[4, 8], [31, 35]], "bboxes": [[193.59, 172.33, 100.99, 49.38], [2.88, 32.84, 477.12, 607.16]]}}
+{"image_file": "000000132000.jpg", "image_link": "http://images.cocodataset.org/train2017/000000132000.jpg", "width": 640, "height": 480, "caption": "The bowl is beyond the banana.", "label": 1, "relation": "beyond", "ref_exp": {"labels": ["bowl", "banana"], "label_positions": [[4, 8], [23, 29]], "bboxes": [[145.27, 159.24, 146.45, 40.21], [10.79, 238.2, 506.96, 114.34]]}}
+{"image_file": "000000219418.jpg", "image_link": "http://images.cocodataset.org/train2017/000000219418.jpg", "width": 576, "height": 640, "caption": "The couch is beneath the teddy bear.", "label": 1, "relation": "beneath", "ref_exp": {"labels": ["couch", "teddy bear"], "label_positions": [[4, 9], [25, 35]], "bboxes": [[0.0, 2.07, 453.79, 355.86], [54.46, 155.7, 227.62, 326.88]]}}
+{"image_file": "000000248276.jpg", "image_link": "http://images.cocodataset.org/train2017/000000248276.jpg", "width": 480, "height": 640, "caption": "The donut is at the right side of the person.", "label": 0, "relation": "at the right side of", "ref_exp": {"labels": ["donut", "person"], "label_positions": [[4, 9], [38, 44]], "bboxes": [[1.44, 171.15, 477.48, 437.21], [0.0, 53.9, 480.0, 585.54]]}}
+{"image_file": "000000076130.jpg", "image_link": "http://images.cocodataset.org/train2017/000000076130.jpg", "width": 640, "height": 427, "caption": "The couch is behind the banana.", "label": 1, "relation": "behind", "ref_exp": {"labels": ["couch", "banana"], "label_positions": [[4, 9], [24, 30]], "bboxes": [[156.83, 214.32, 186.56, 59.21], [214.55, 273.03, 320.79, 153.97]]}}
+{"image_file": "000000239536.jpg", "image_link": "http://images.cocodataset.org/train2017/000000239536.jpg", "width": 640, "height": 426, "caption": "The person is on top of the couch.", "label": 0, "relation": "on top of", "ref_exp": {"labels": ["person", "couch"], "label_positions": [[4, 10], [28, 33]], "bboxes": [[187.63, 14.07, 304.42, 402.06], [445.24, 43.06, 194.76, 382.94]]}}
+{"image_file": "000000136900.jpg", "image_link": "http://images.cocodataset.org/train2017/000000136900.jpg", "width": 640, "height": 480, "caption": "The horse is at the right side of the bus.", "label": 1, "relation": "at the right side of", "ref_exp": {"labels": ["horse", "bus"], "label_positions": [[4, 9], [38, 41]], "bboxes": [[581.94, 137.87, 34.94, 53.44], [112.18, 59.33, 399.1, 332.22]]}}
+{"image_file": "000000291207.jpg", "image_link": "http://images.cocodataset.org/train2017/000000291207.jpg", "width": 640, "height": 480, "caption": "The oven is left of the person.", "label": 0, "relation": "left of", "ref_exp": {"labels": ["oven", "person"], "label_positions": [[4, 8], [24, 30]], "bboxes": [[234.07, 98.16, 283.68, 221.12], [55.14, 98.38, 274.59, 376.21]]}}
+{"image_file": "000000058677.jpg", "image_link": "http://images.cocodataset.org/train2017/000000058677.jpg", "width": 480, "height": 640, "caption": "The hot dog is in the oven.", "label": 0, "relation": "in", "ref_exp": {"labels": ["hot dog", "oven"], "label_positions": [[4, 11], [22, 26]], "bboxes": [[68.16, 369.04, 379.01, 262.65], [349.62, 92.58, 130.38, 151.28]]}}
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