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pvd_160k__multi_obj_outline_31726
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_31899
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_8333
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_90326
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_52756
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_17594
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_8949
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_30997
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_34966
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_980
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_39457
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_22674
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_73545
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_22441
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_30754
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_18992
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_68462
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_18580
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_60618
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_48045
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_19468
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_93154
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_17520
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_39036
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_18021
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_14865
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_45173
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_70863
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_7801
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_10918
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_5093
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_39605
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_21684
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_34471
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_10062
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_71426
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_9682
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_42088
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_72882
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_86970
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_70384
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_14715
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_34077
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_4994
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_40657
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_49732
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_5323
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_35738
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_49355
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_20824
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_36864
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_15688
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_32188
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_59766
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_7404
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_30957
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_3180
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_915
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_20635
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_19986
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_78822
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_84654
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_58811
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_15650
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_18148
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_12076
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_14103
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_15012
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_70279
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_25224
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_13081
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_14534
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_3403
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_551
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_13550
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_90098
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_79018
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_15719
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_74023
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_90791
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_5505
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_39305
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_65313
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_36520
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_41565
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_70903
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_14470
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_73761
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_81868
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_15868
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_7625
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_84779
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_outline_20897
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_14989
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_93972
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_16740
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_35429
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__multi_obj_filled_4248
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_31339
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
pvd_160k__single_obj_54812
[ { "role": "system", "content": "You are a helpful assistant specially trained in understanding, interpreting, and responding to questions about SVG (Scalable Vector Graphics) code." }, { "role": "user", "content": "Given an image in SVG format as follows:\n```\n<?xml version=\"1.0\" ?>\n<svg xml...
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Text-Based Reasoning About Vector Graphics

🌐 Homepage📃 Paper🤗 Data (PVD-160k)🤗 Model (PVD-160k-Mistral-7b)💻 Code

We observe that current large multimodal models (LMMs) still struggle with seemingly straightforward reasoning tasks that require precise perception of low-level visual details, such as identifying spatial relations or solving simple mazes. In particular, this failure mode persists in question-answering tasks about vector graphics—images composed purely of 2D objects and shapes.

Teaser

To solve this challenge, we propose Visually Descriptive Language Model (VDLM), a visual reasoning framework that operates with intermediate text-based visual descriptions—SVG representations and learned Primal Visual Description, which can be directly integrated into existing LLMs and LMMs. We demonstrate that VDLM outperforms state-of-the-art large multimodal models, such as GPT-4V, across various multimodal reasoning tasks involving vector graphics. See our paper for more details. Overview

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