Dataset Viewer
Auto-converted to Parquet Duplicate
input
string
label
int64
source_dataset
string
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00001.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00003.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00004.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00005.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00006.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00007.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00008.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00009.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00010.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00011.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00012.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00013.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00014.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00015.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00016.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00017.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00018.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00019.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00020.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00021.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00022.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00023.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00024.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00026.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00027.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00028.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00029.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00030.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00031.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00032.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00033.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00034.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00035.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00036.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00037.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00038.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00039.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00040.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00041.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00042.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00043.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00044.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00045.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00046.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00047.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00048.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00050.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00051.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00052.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00053.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00054.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00055.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00056.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00057.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00058.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00059.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00060.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00061.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00062.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00063.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00064.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00065.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00068.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00069.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00070.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00071.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00072.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00073.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00074.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00075.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00076.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00077.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00078.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00079.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00080.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00081.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00082.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00083.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00084.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00086.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00087.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00088.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00089.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00090.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00091.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00092.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00093.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00094.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00095.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00096.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00099.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00100.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00101.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00102.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00103.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00104.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00105.pdf"}]
1
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00106.pdf"}]
1
Facebook Hateful Memes
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00107.pdf"}]
0
deepghs_nsfw_detect
[{"type": "pdf", "content": "multimodal_files/image_pdf/train_image_pdf_00108.pdf"}]
1
deepghs_nsfw_detect
End of preview. Expand in Data Studio

toxicity_MM

This dataset contains corrected no-overlap train and test splits for multimodal toxicity classification.

Columns in each split: input, label, source_dataset.

  • input: JSON-serialized ordered list of content blocks. Each block has type and content.
  • label: 0 for safe, 1 for unsafe.
  • source_dataset: source dataset used for the toxicity label/content.

Parse input with a JSON parser before rendering. Example:

[{"type": "pdf", "content": "multimodal_files/image_pdf/test_image_pdf_00001.pdf"}]

Media files are under multimodal_files/; each non-text content block stores a relative path into that folder.

Detailed file-level source mappings are retained in file_manifest.jsonl for train and test_file_manifest.jsonl for test.

{
  "splits": {
    "train": {
    "rows": 14029,
    "by_label": {
        "0": 5128,
        "1": 8901
    },
    "by_modality": {
        "image_pdf": 2384,
        "native_image": 7782,
        "text_pdf": 3863
    },
    "by_source_dataset": {
        "Arsive/toxicity_classification_jigsaw": 1938,
        "Facebook Hateful Memes": 2893,
        "Graphical Violence and Safe Images Dataset": 802,
        "Violence-Image-Dataset": 1916,
        "allenai/wildguardmix": 1925,
        "deepghs_nsfw_detect": 3896,
        "gore classification.folder": 659
    }
},
    "test": {
    "rows": 2929,
    "by_label": {
        "0": 1761,
        "1": 1168
    },
    "by_modality": {
        "image_pdf": 683,
        "native_image": 1500,
        "text_pdf": 746
    },
    "by_source_dataset": {
        "Arsive/toxicity_classification_jigsaw": 257,
        "Facebook Hateful Memes": 241,
        "Graphical Violence and Safe Images Dataset": 366,
        "Violence-Image-Dataset": 490,
        "allenai/wildguardmix": 489,
        "deepghs_nsfw_detect": 953,
        "gore classification.folder": 133
    }
}
  }
}
Downloads last month
204