Datasets:
split stringclasses 3
values | image_id int64 514 435k | file_name stringlengths 14 16 | image dict | width int32 850 1.4k | height int32 787 1.4k | objects dict |
|---|---|---|---|---|---|---|
val | 1,300 | 0732404-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[15377,15378,15379,15380,15381,15382,15383,15384,15385,15386,15387,15388,15389,15390,15391,153(...TRUNCATED) |
test | 20,189 | 4951966-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,050 | 1,400 | {"id":[197703,197704,197705,197706,197707,197708,197709,197710,197711,197712,197713,197714,197715,19(...TRUNCATED) |
train | 32,572 | 0693641-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 990 | 1,400 | {"id":[264428,264429,264430,264431,264432,264433,264434,264435,264438,264439,264440,264441,264442,26(...TRUNCATED) |
train | 179,144 | 3349455-2.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[1400879,1400880,1400881,1400882,1400883,1400884,1400885,1400886,1400887,1400888,1400889,14008(...TRUNCATED) |
train | 88,797 | 1626649-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 990 | 1,400 | {"id":[655996,655997,655998,655999,656000,656001,656002,656003,656004,656005,656006,656007,656008,65(...TRUNCATED) |
train | 33,253 | 0716586-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[271951,271952,271953,271954,271955,271956,271957,271958,271959,271960,271961,271962,271963,27(...TRUNCATED) |
train | 315,373 | 5929267-1.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[2455704,2455705,2455706,2455707,2455708,2455709,2455710,2455711,2455712,2455713,2455714,24557(...TRUNCATED) |
val | 908 | 0480686-0.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[10594,10595,10596,10597,10598,10599,10600,10601,10602,10603,10604,10605,10606,10607,10608,106(...TRUNCATED) |
train | 350,762 | 6448157-2.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 1,081 | 1,400 | {"id":[2667994,2667995,2667996,2667997,2667998,2667999],"bbox":[[406.79998779296875,131.309997558593(...TRUNCATED) |
val | 2,668 | 1591680-6.jpeg | {"bytes":"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ(...TRUNCATED) | 990 | 1,400 | {"id":[39053,39054,39055,39056,39057,39058,39059,39060,39061,39062,39063,39064,39065,39066,39067,390(...TRUNCATED) |
End of preview. Expand in Data Studio
mini-CommonForms
Curated Form Field Detection benchmark from Mind the Gaps: A Curated Benchmark for Form Field Detection (Brini, Moured, Gbada, Barney — Document Analysis Systems, LNCS, pp. 459–473).
Full COCO format dataset here.
GitHub: moured/mini-commonforms
text (blue) · choice (orange) · sig (green)
At a glance
| Split | Images | Annotations | text | choice | sig | Negatives (images with no bbox) |
|---|---|---|---|---|---|---|
| train | 27,338 | 609,491 | 426,550 | 179,500 | 3,441 | 5,692 (20.8%) |
| val | 7,400 | 345,816 | 247,217 | 96,679 | 1,920 | 1,189 (16.1%) |
| test | 12,617 | 308,228 | 217,429 | 89,074 | 1,725 | 1,536 (12.2%) |
| total | 47,355 | 1,263,535 | 891,196 | 365,253 | 7,086 | 8,417 (17.8%) |
Note: Categories are
1 = text,2 = choice,3 = sig.
Visualizations
Citation
@InProceedings{brini2026mindthegaps,
author = {Brini, Iheb and Moured, Omar and Gbada, Hamza and Barney, Elisa},
editor = {Shafait, Faisal and Ulges, Adrian and Moetesum, Momina and Yin, Xu-Cheng},
title = {Mind the Gaps: A Curated Benchmark for Form Field Detection},
booktitle = {Document Analysis Systems},
series = {Lecture Notes in Computer Science},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {459--473},
isbn = {978-3-032-36207-0},
doi = {10.1007/978-3-032-36207-0_27}
}
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