GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding
Paper • 2503.10596 • Published • 18
Datasets:
idx int64 0 3.71k | image_path stringlengths 30 30 | class_id int64 1 4 | label stringlengths 3 121 | caption stringlengths 30 219 | box sequencelengths 4 4 | segmentation dict |
|---|---|---|---|---|---|---|
0 | unlabeled2017/000000000267.jpg | 1 | a trail of white smoke | A trail of white smoke follows the plane, trailing behind it. | [
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1 | unlabeled2017/000000000615.jpg | 1 | buildings | A row of multi-story buildings with large windows, located behind the green bus. | [
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2 | unlabeled2017/000000000845.jpg | 1 | trees | Green trees stand behind the parked motorcycles, providing shade and a natural backdrop. | [
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3 | unlabeled2017/000000001406.jpg | 1 | smoke | White smoke trailing behind the blue airplane as it takes off. | [
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4 | unlabeled2017/000000001827.jpg | 1 | road | A winding road with a yellow sign indicating a turn to the right, located in the background of the image. | [
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5 | unlabeled2017/000000002018.jpg | 1 | grassy field | A grassy field with trees in the background, located below the airplane. | [
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6 | unlabeled2017/000000002192.jpg | 1 | a checkered floor | The checkered floor extends from the urinals to the far end of the bathroom, featuring alternating black and white tiles. | [
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7 | unlabeled2017/000000002422.jpg | 1 | the wet pavement | The wet pavement under the bus is reflective and shiny, contrasting with the surrounding area. | [
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8 | unlabeled2017/000000002566.jpg | 1 | A window | A window above the toilet and sink, with a view of trees outside. | [
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9 | unlabeled2017/000000002682.jpg | 1 | bushes | Thick, leafless bushes with bare branches, located in the background behind the zebra. | [
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10 | unlabeled2017/000000003025.jpg | 1 | shrubs | Green shrubs in the background, slightly taller than the zebra. | [
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11 | unlabeled2017/000000003261.jpg | 1 | a white guardrail | A white guardrail runs alongside the road, separating it from a grassy area. | [
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12 | unlabeled2017/000000003351.jpg | 1 | clouds | The clouds are located in the lower part of the image, covering a significant portion of the sky. | [
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13 | unlabeled2017/000000003683.jpg | 1 | tiles | Black square tiles cover the floor in front of the sink and toilet. | [
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14 | unlabeled2017/000000003977.jpg | 1 | a countertop | A reflective, metallic countertop with three glasses on it. | [
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15 | unlabeled2017/000000004061.jpg | 1 | snow | The snow surrounds a black ramp where a person is performing a trick. | [
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16 | unlabeled2017/000000004119.jpg | 1 | a wooden railing | A wooden railing runs along the edge of a skate park ramp, providing a boundary for the skateboarding area. | [
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17 | unlabeled2017/000000004254.jpg | 1 | a stone wall | A stone wall separates the field from the church and houses. | [
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18 | unlabeled2017/000000004333.jpg | 1 | tiles | White square tiles on the floor, adjacent to the toilet. | [
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19 | unlabeled2017/000000004708.jpg | 1 | delicate purple orchids | Delicate purple orchids with white and pink hues, positioned on a white surface, with a white pot in the background. | [
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20 | unlabeled2017/000000005593.jpg | 1 | a calm sea | A calm sea stretches along the coastline, bordered by a clear blue sky and distant mountains. | [
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21 | unlabeled2017/000000005732.jpg | 1 | small waves | Small waves breaking near the surfer, creating a frothy white crest. | [
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22 | unlabeled2017/000000006052.jpg | 1 | the wooden planks | The wooden planks on the deck where the child is standing. | [
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23 | unlabeled2017/000000006088.jpg | 1 | a few trees | A few trees with green leaves are located in the background behind the man playing frisbee. | [
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24 | unlabeled2017/000000006754.jpg | 1 | large windows | Large windows on the wall provide a view of the cityscape. | [
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25 | unlabeled2017/000000006754.jpg | 1 | natural light | The large windows provide ample natural light to the office, illuminating the workspace and creating a bright atmosphere. | [
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26 | unlabeled2017/000000006875.jpg | 1 | trees | The trees in the background are tall and green, providing a natural backdrop to the scene. | [
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27 | unlabeled2017/000000006880.jpg | 1 | greenery | The greenery at the bottom of the image consists of large, vibrant green leaves, providing a contrasting backdrop to the zebras. | [
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28 | unlabeled2017/000000007043.jpg | 1 | the graffiti-covered walls | The graffiti-covered walls are located behind the skateboarder and feature colorful abstract designs. | [
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29 | unlabeled2017/000000007141.jpg | 1 | blinds | Vertical blinds covering a window in the background of the workspace. | [
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30 | unlabeled2017/000000007152.jpg | 1 | a trail of white smoke | A trail of white smoke follows the small airplane as it flies through the clear blue sky. | [
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31 | unlabeled2017/000000007204.jpg | 1 | trees | Green trees on the shore of the lake. | [
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32 | unlabeled2017/000000007264.jpg | 1 | trees | A line of trees stands in the background, providing a natural backdrop to the pastoral scene. | [
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33 | unlabeled2017/000000007540.jpg | 1 | The walls | The walls are painted light green and feature white wainscoting. | [
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34 | unlabeled2017/000000007622.jpg | 1 | tiles | The white square tiles on the wall above the sink. | [
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35 | unlabeled2017/000000007634.jpg | 1 | walls | The walls on the right side of the image are white and feature decorative molding. | [
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36 | unlabeled2017/000000007776.jpg | 1 | The horizon | The horizon features a range of mountains in the distance, with a clear sky above. | [
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37 | unlabeled2017/000000007793.jpg | 1 | leaves | Green leaves on tree branches above the giraffes. | [
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38 | unlabeled2017/000000007807.jpg | 1 | trees | Two tall trees stand behind the couple, providing a backdrop to the outdoor gathering. | [
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39 | unlabeled2017/000000007906.jpg | 1 | the grass | The grass along the riverbank is lush and green, providing a natural setting for the people and cow. | [
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40 | unlabeled2017/000000008661.jpg | 1 | hills | The hills in the background are a range of mountains with a flat valley in between. | [
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41 | unlabeled2017/000000009630.jpg | 1 | trees | Green trees with dense foliage surround the area where the horses and people are standing. | [
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42 | unlabeled2017/000000009740.jpg | 1 | trees | Green trees line the background behind the tennis court. | [
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43 | unlabeled2017/000000009777.jpg | 1 | a small waterfall | A small waterfall cascades down a rocky embankment near the riverbank, distinguished by its unique position and size. | [
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44 | unlabeled2017/000000010269.jpg | 1 | lush green trees | Lush green trees surround a rustic stone house and a thatched-roof structure, providing a serene backdrop. | [
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45 | unlabeled2017/000000010499.jpg | 1 | tiles | Brown square tiles covering the floor, with a white grout line between them. | [
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46 | unlabeled2017/000000010807.jpg | 1 | mountains | The mountains in the background are a range of brown hills under a clear blue sky. | [
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47 | unlabeled2017/000000010905.jpg | 1 | The water | The water reflects the red and white boats, creating a mirror-like effect. | [
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48 | unlabeled2017/000000010992.jpg | 1 | tall buildings | The tall buildings in the background are part of a cityscape, featuring large windows and classical architecture. | [
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49 | unlabeled2017/000000011069.jpg | 1 | surface | A rocky surface with three white seagulls perched on it, located in the foreground. | [
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50 | unlabeled2017/000000011234.jpg | 1 | trees | The trees are tall and dense, providing a backdrop for the snowboarder. | [
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51 | unlabeled2017/000000011296.jpg | 1 | a low fence | A low fence with metal posts and horizontal bars, located on the left side of the train tracks. | [
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52 | unlabeled2017/000000011556.jpg | 1 | trees | A line of trees stands in the background, providing a natural backdrop to the pastoral scene. | [
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53 | unlabeled2017/000000011681.jpg | 1 | a fence | A black metal fence separates the bench from the park area, featuring a unique curved design. | [
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54 | unlabeled2017/000000011834.jpg | 1 | a chain-link fence | A chain-link fence encloses the baseball field, separating it from the surrounding area. | [
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55 | unlabeled2017/000000012170.jpg | 1 | a fence | A chain-link fence is located behind the bus, separating the bus stop area from the parking lot. | [
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56 | unlabeled2017/000000012589.jpg | 1 | a grassy area | A grassy area surrounds the old truck, with tall grass covering the ground. | [
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57 | unlabeled2017/000000012893.jpg | 1 | snow-capped peaks | Snow-capped peaks in the background, with a clear blue sky above. | [
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58 | unlabeled2017/000000012906.jpg | 1 | a wooden fence | A wooden fence runs along the edge of the field, separating it from the surrounding area. | [
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59 | unlabeled2017/000000013704.jpg | 1 | some greenery | The greenery is located behind the window blinds, adding a touch of nature to the indoor setting. | [
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60 | unlabeled2017/000000014121.jpg | 1 | white walls | The white walls are part of a modern building located to the left of the clock tower. | [
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61 | unlabeled2017/000000014194.jpg | 1 | a mountain range | A mountain range in the background, behind the grazing cows, with a clear sky above. | [
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62 | unlabeled2017/000000014833.jpg | 1 | trees | A row of leafless trees stands behind the bus, providing a backdrop to the scene. | [
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63 | unlabeled2017/000000017001.jpg | 1 | a line of trees | A line of trees with a mix of leafless and leafy branches, located in the background of the image. | [
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64 | unlabeled2017/000000017090.jpg | 1 | a sidewalk | A sidewalk runs parallel to a grassy area, with a streetlight nearby. | [
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65 | unlabeled2017/000000017158.jpg | 1 | trees | Green trees line the background behind the safari vehicle. | [
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66 | unlabeled2017/000000017247.jpg | 1 | a few scattered clouds | A few scattered clouds are located in the upper right corner of the image, distinguished by their white color and fluffy appearance. | [
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67 | unlabeled2017/000000017380.jpg | 1 | stones | Small, gray stones scattered on the ground in the garden, near the bench. | [
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68 | unlabeled2017/000000017739.jpg | 1 | a green curtain | A green curtain hangs in the background behind the tennis player. | [
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69 | unlabeled2017/000000017994.jpg | 1 | various shops | A row of shops with various signs and advertisements, located on the right side of the image. | [
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70 | unlabeled2017/000000018419.jpg | 1 | a fence | A metal fence runs parallel to the bus, separating the sidewalk from the street. | [
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71 | unlabeled2017/000000018533.jpg | 1 | tiles | Large, dark gray tiles cover the floor, contrasting with the light-colored walls. | [
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72 | unlabeled2017/000000018573.jpg | 1 | the walls | The walls on the right side of the image are white and tiled, featuring a bathtub and various toiletries. | [
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73 | unlabeled2017/000000018608.jpg | 1 | the trees | Green trees with dense foliage surround the lake, providing a lush backdrop. | [
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74 | unlabeled2017/000000018805.jpg | 1 | trees | A line of trees with green leaves in the background, providing a natural backdrop to the scene. | [
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75 | unlabeled2017/000000019208.jpg | 1 | clouds | Scattered, wispy clouds in the upper left corner of the image. | [
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76 | unlabeled2017/000000019993.jpg | 1 | shallow water | Shallow water in the foreground with two bears drinking. | [
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77 | unlabeled2017/000000020180.jpg | 1 | the cobblestones | The cobblestones in the foreground are arranged in a pattern and have the word "STOP" painted on them. | [
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78 | unlabeled2017/000000020203.jpg | 1 | tiles | The floor tiles are gray with a geometric pattern, located in the kitchen area. | [
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79 | unlabeled2017/000000020227.jpg | 1 | trees | A row of trees is located on the far side of the lake, providing a natural backdrop to the scene. | [
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80 | unlabeled2017/000000020286.jpg | 1 | walls | The walls are white tiled, positioned above the stove, with a unique feature of being adjacent to the stove. | [
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81 | unlabeled2017/000000020833.jpg | 1 | a row | A row of multi-story buildings with red roofs and large windows. | [
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82 | unlabeled2017/000000021141.jpg | 1 | some dry, brownish plants | Dry, brownish plants are located near the bird, with some grasses and shrubs. | [
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83 | unlabeled2017/000000021309.jpg | 1 | white walls | The white walls are located on the right side of the image, adjacent to the bicycle, and are part of a larger structure. | [
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84 | unlabeled2017/000000022214.jpg | 1 | a building | A multi-story building with colorful facades, located to the left of the clock tower. | [
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85 | unlabeled2017/000000022276.jpg | 1 | two pillows | Two pillows are positioned side by side on a bed, with one pillow being darker than the other. | [
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86 | unlabeled2017/000000022419.jpg | 1 | a grassy area | A grassy area adjacent to the highway, bordered by a metal fence and a few leafless trees. | [
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87 | unlabeled2017/000000022508.jpg | 1 | dense greenery | A lush, dense green forest on the coastline, providing a natural backdrop for the water sports activity. | [
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88 | unlabeled2017/000000022785.jpg | 1 | blue shutters | The blue shutters are on the white house, located above the red hydrant. | [
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89 | unlabeled2017/000000023073.jpg | 1 | water | A shallow, reflective body of water where zebras are drinking, surrounded by dry grass. | [
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90 | unlabeled2017/000000023136.jpg | 1 | snow-capped mountains | Snow-capped mountains with a clear blue sky in the background, located behind the airport. | [
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91 | unlabeled2017/000000023640.jpg | 1 | window | The window on the right side of the image has a grid pattern and is located above the bowl of oranges. | [
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92 | unlabeled2017/000000023838.jpg | 1 | a line of trees | A line of trees stretches across the background, providing a natural horizon. | [
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93 | unlabeled2017/000000023838.jpg | 1 | a dramatic sky | A dramatic sky with clouds and a sunset, located above the cows. | [
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94 | unlabeled2017/000000024337.jpg | 1 | stone wall | A stone wall encloses the zoo exhibit, separating the animals from the visitors. | [
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95 | unlabeled2017/000000024743.jpg | 1 | The mountains | Snow-capped mountains with a winding train track in the foreground. | [
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96 | unlabeled2017/000000025048.jpg | 1 | the walls | The walls on the left side of the image are wooden and have a warm tone. | [
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98 | unlabeled2017/000000025479.jpg | 1 | a fence | A black fence encloses the giraffes in the zoo enclosure, separating them from the cityscape in the background. | [
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End of preview. Expand in Data Studio
🚀 GSEval - A Comprehensive Grounding Evaluation Benchmark
GSEval is a meticulously curated evaluation benchmark consisting of 3,800 images, designed to assess the performance of pixel-level and bounding box-level grounding models. It evaluates how well AI systems can understand and localize objects or regions in images based on natural language descriptions.
📊 Results
📊 Download GSEval
git lfs install
git clone https://huggingface.co/datasets/hustvl/GSEval
📚 Additional Resources
- Paper: ArXiv
- GitHub Repository: GitHub - GroundingSuite
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