datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
mb-frost_cls
mb-frost_cls
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-14
Cite As: TBD
Classes
This dataset contains the following classes:
0: frost
1: non_frost
Statistics
train: 30124 images
test: 12249 images
val: 11415 images
few_shot_train_2_shot: 4 images
few_shot_train_1_shot: 2 images
few_shot_train_10_shot:… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-frost_cls.Mirage-Test
🌊 Mirage-Test Dataset
Mirage-Test is a modern test-only dataset for benchmarking AI-generated image detection models.
It contains real (0_real) and fake (1_fake) images across five distinct content domains, designed to evaluate generalization across diverse visual semantics.
The fake images are generated using state-of-the-art generative models specifically optimized for perceptual realism and visual fidelity.
📌 This dataset is for evaluation only. No training split is… See the full description on the dataset page: https://huggingface.co/datasets/Yunncheng/Mirage-Test.mb-domars16k
mb-domars16k
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-14
Cite As: TBD
Classes
This dataset contains the following classes:
0: ael
1: rou
2: cli
3: aec
4: tex
5: smo
6: fss
7: rid
8: fse
9: sfe
10: fsf
11: fsg
12: sfx
13: cra
14: mix
Statistics
train: 11305 images
test: 1614 images
val: 3231 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-domars16k.mb-landmark_cls
mb-landmark_cls
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-14
Cite As: TBD
Classes
This dataset contains the following classes:
0: oth
1: cra
2: ddu
3: sst
4: bdu
5: ime
6: sch
7: spi
Statistics
train: 6997 images
test: 1793 images
val: 2025 images
few_shot_train_2_shot: 16 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-landmark_cls.mb-atmospheric_dust_cls_rdr
mb-atmospheric_dust_cls_rdr_upd
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-22
Cite As: TBD
Classes
This dataset contains the following classes:
0: dusty
1: not_dusty
Statistics
train: 9817 images
test: 5214 images
val: 4969 images
few_shot_train_2_shot: 4 images
few_shot_train_1_shot: 2 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-atmospheric_dust_cls_rdr.mirage-news
MiRAGeNews: Multimodal Realistic AI-Generated News Detection
[Paper]
[Github]
This dataset contains a total of 15,000 pieces of real or AI-generated multimodal news (image-caption pairs) -- a training set of 10,000 pairs, a validation set of 2,500 pairs, and five test sets of 500 pairs each. Four of the test sets are out-of-domain data from unseen news publishers and image generators to evaluate detector's generalization ability.
=== Data Source (News Publisher + Image Generator)… See the full description on the dataset page: https://huggingface.co/datasets/anson-huang/mirage-news.GTSIGN-220
GTSIGN-220: A Crowd-Sourced, StVO-Aligned Dataset of German Traffic Signs
GTSIGN-220 (German Traffic SIGNs) is a comprehensive dataset containing 75,541 images of traffic signs in Germany.
It is specifically designed as a benchmark for fine-grained recognition, strictly aligned with the German Road Traffic Regulations (StVO).
The dataset is a derivative work of street-level imagery sourced from Mapillary.
The individual image files of the signs are named so that the numbers… See the full description on the dataset page: https://huggingface.co/datasets/miriamcarnot/GTSIGN-220.DwT_drawio
Draw with Thought Plot2XML Gold Annotations
This dataset package contains 247 scientific diagram images paired with editable
draw.io / mxGraph XML annotations produced in the local Draw with Thought
reproduction project.
Repository target: miracle10/DwT_drawio
Contents
images/ Original PNG diagrams
drawio/ Refined editable draw.io XML annotations
records/ Per-item annotation metadata
metrics/ Proxy quality metrics
previews/ Contact-sheet… See the full description on the dataset page: https://huggingface.co/datasets/miracle10/DwT_drawio.power-plant-satellite-imagery-dataset-mirror
Power Plant Satellite Imagery Dataset — Figshare mirror
This repository is an unmodified file mirror of version 1 of the Figshare
record Power Plant Satellite Imagery Dataset.
Figshare remains the canonical source. This mirror is provided for easier access from
Hugging Face tooling; it is not a new dataset release and is not affiliated with or
endorsed by the original authors.
The original dataset contains satellite imagery for 4,454 United States power plants:
1 m four-band… See the full description on the dataset page: https://huggingface.co/datasets/sarkarghya/power-plant-satellite-imagery-dataset-mirror.mirage-news
MiRAGeNews: Multimodal Realistic AI-Generated News Detection
[Paper]
[Github]
This dataset contains a total of 15,000 pieces of real or AI-generated multimodal news (image-caption pairs) -- a training set of 10,000 pairs, a validation set of 2,500 pairs, and five test sets of 500 pairs each. Four of the test sets are out-of-domain data from unseen news publishers and image generators to evaluate detector's generalization ability.
=== Data Source (News Publisher + Image Generator)… See the full description on the dataset page: https://huggingface.co/datasets/Gouge666/mirage-news.mb-surface_cls
mb-surface_cls
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-14
Cite As: TBD
Classes
This dataset contains the following classes:
0: apx
1: act
2: arm
3: art
4: cct
5: cio
6: clr
7: dls
8: dri
9: drh
10: drp
11: drt
12: flr
13: gro
14: hor
15: inl
16: lar
17: ltv
18: mah
19: mct
20: mas
21: mca
22: nsk
23: obt
24:… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-surface_cls.mb-change_cls_hirise
mb-change_cls_hirise
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-22
Cite As: TBD
Classes
This dataset contains the following classes:
0: no_change
1: change
Statistics
train: 6206 images
test: 1340 images
val: 1340 images
few_shot_train_2_shot: 4 images
few_shot_train_1_shot: 2 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-change_cls_hirise.mirabest-radio-astronomy-unofficial
MiraBest Radio Astronomy Dataset (Unofficial)
⚠️ IMPORTANT: This is an unofficial repository containing a processed version of the MiraBest dataset formatted for stable diffusion fine-tuning. This repository is not affiliated with the original authors.
Unofficial processing of the MiraBest radio astronomy dataset with original classification labels and natural language captions for diffusion fine-tuning. Original dataset by Porter & Scaife (2023).
Original Dataset
The… See the full description on the dataset page: https://huggingface.co/datasets/kwazzi-jack/mirabest-radio-astronomy-unofficial.mb-atmospheric_dust_cls_edr
mb-atmospheric_dust_cls_edr
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-15
Cite As: TBD
Classes
This dataset contains the following classes:
0: dusty
1: not_dusty
Statistics
train: 9817 images
test: 5214 images
val: 4969 images
few_shot_train_2_shot: 4 images
few_shot_train_1_shot: 2 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-atmospheric_dust_cls_edr.mb-surface_multi_label_cls
MER - Mars Exploration Rover Dataset
A multi-label classification dataset containing Mars images from the Mars Exploration Rover (MER) mission for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-10-23
Cite As: TBD
Classes
This dataset uses multi-label classification, meaning each image can have multiple class labels.
The dataset contains the following classes:… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-surface_multi_label_cls.mb-change_cls_ctx
mb-change_cls_ctx
A Mars image classification dataset for planetary science research.
Dataset Metadata
License: CC-BY-4.0 (Creative Commons Attribution 4.0 International)
Version: 1.0
Date Published: 2025-05-14
Cite As: TBD
Classes
This dataset contains the following classes:
0: no_change
1: change
Statistics
train: 72 images
test: 20 images
val: 20 images
partition_train_0.50x_partition: 18 images
partition_train_0.20x_partition: 7 images… See the full description on the dataset page: https://huggingface.co/datasets/Mirali33/mb-change_cls_ctx.openpss-mirror
OpenPSS — community mirror
⚠️ This is a redistribution (mirror) of the OpenPSS benchmark, not our own work. It is hosted for
availability and reproducibility. All credit belongs to the original authors. If you are an author or
rights-holder and would like any change or removal, please open a discussion here or contact us.
Original work
OpenPSS: An Open Page Stream Segmentation Benchmark — Ruben van Heusden, Jaap Kamps, Maarten Marx
(University of Amsterdam… See the full description on the dataset page: https://huggingface.co/datasets/nutrientdocs/openpss-mirror.Robots_Mirrored_Cyberpunk_Reflection_Physics
🤖 BWS Hitch Hiker: Optical Reflection Physics (Multimodal Tokens)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download BWS_Hitch_Hiker_Cyberpunk_Physics.zip
Direct Manifest Auditor: BWS Forensic Manifest Repository
Procurement: All assets are 2026 US CLEAR Act compliant. Access is granted to whitelisted engineering nodes only. Forward your AWS Account ID to… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/Robots_Mirrored_Cyberpunk_Reflection_Physics.