cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/nbrifuiq
title: Covid-Chestxray-Dataset

description: The Covid-Chestxray-Dataset contains a collection of chest X-ray images of COVID-19 patients, which were used for training and testing purposes in the study.
DOI: 10.57702/58kur1ar
title: 13C NMR Spectra Dataset

description: The dataset consists of 13C NMR spectra from NMRShiftDB, used for predicting NMR peaks for carbon atoms in various molecules.
DOI: 10.57702/8ez90dwc
title: ChEMBL Bioactivity Dataset

description: The ChEMBL dataset is used for drug bioactivity prediction across multiple tasks involving human protein targets.
DOI: 10.57702/t4v4svq4
title: Tox21 Toxicity Dataset

description: The Tox21 dataset contains information about the toxicity of various compounds, used for toxicity prediction tasks.
DOI: 10.57702/rayrn4ku
title: Word Embedding Models for Russian Language

description: The dataset consists of publicly available word embedding models for the Russian language, including RusVectores, fastText, and Russian Distributional Thesaurus.
DOI: 10.57702/7owvifhc
title: Frequent Russian Words Dataset

description: This dataset represents the top 10000 and 100000 most frequent words used in the training of word embedding models for the Russian language, derived from Wikipedia and other sources.
DOI: 10.57702/7g2j8tov
title: Instagram Images

description: A dataset of 3.5 billion Instagram images collected to explore the limits of weakly supervised pretraining.
DOI: 10.57702/7u9t9ho4
title: Personality Captions

description: Personality Captions dataset contains image-caption pairs with attributes describing 215 different speech styles.
DOI: 10.57702/5sbq2lrd
title: Image Chat

description: Image Chat involves complete dialogues grounded on images, enabling a natural conversation by introducing styles.
DOI: 10.57702/hf6r1x9y
title: Image-Grounded Conversations

description: Image-Grounded Conversations (IGC) consists of dialogues between human participants over images.
DOI: 10.57702/ujz520g2
title: Visual Question Answering

description: Visual Question Answering (VQA) requires a model to answer open-ended questions regarding images.
DOI: 10.57702/1bm89z4v
title: BooksCorpus

description: The BooksCorpus dataset consists of 11,038 books and has been used for text-only training.
DOI: 10.25824/redu/nqts3f
title: Absence of parkin in middle age mice

description: All raw data available at link https://drive.google.com/drive/folders/1V2fMTndbHdP2PCJqVTCFD2JrGCFdxjXl?usp=sharing
DOI: 10.57702/5fdt75vz
title: English Wikipedia

description: The English Wikipedia is widely used as a text corpus for NLP tasks.
DOI: 10.57702/hoaa7z4x
title: TSS Benchmark

description: The TSS benchmark consists of 400 image pairs divided into three groups for evaluating semantic correspondence methods.
DOI: 10.15468/dl.m4qvhj
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tuta absoluta (Meyrick, 1917)"
 ]
}

 The dataset includes 1153 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000051-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/8vehkp6h
title: PF-WILLOW Benchmark

description: The PF-WILLOW benchmark contains 10 object sub-classes, each with 10 keypoint annotations for performance evaluation in semantic correspondence tasks.
DOI: 10.15468/dl.2e8vs5
title: Occurrence Download

description: A dataset containing 26320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus Latreille, 1802",
 "Year 2014-2024"
 ]
}

 The dataset includes 26320 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000050-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/b71d3sh0
title: PF-PASCAL Benchmark

description: The PF-PASCAL benchmark is comprised of 1,351 image pairs over 20 object categories with keypoint annotations for evaluating semantic correspondence.
DOI: 10.15468/dl.4ktn5w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina longii (Z.Yu Li) Z.Yu Li)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000052-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/fqsa192z
title: MNIST Handwritten Digits Dataset

description: The MNIST handwritten digits dataset is a widely used benchmark dataset that consists of 60,000 training images and 10,000 testing images of handwritten digits, allowing researchers to evaluate their image classification algorithms.
DOI: 10.15468/dl.f3j9yz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Oreocharis parvifolia (K.Y.Pan) Mich.Möller & W.H.Chen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000053-241125135418005/datasets/export for details.
DOI: 10.57702/vtjmoka9
title: Human Face Database

description: A human face dataset used for evaluating image alignment techniques, containing altered and deformed images of human faces for testing alignment accuracy.
DOI: 10.57702/1zxiry27
title: US-CT Dataset

description: A synthetic dataset developed for ultrasound and CT image registration experiments, leveraging CT images to simulate ultrasound data for matching and localization.
DOI: 10.57702/dghte7ch
title: Visual Commonsense Reasoning (VCR)

description: VCR consists of 290k questions derived from 110k movie scenes, focusing on visual commonsense reasoning.
DOI: 10.57702/9ieesbdo
title: MNIST Cluttered dataset

description: The MNIST Cluttered dataset consists of images containing handwritten digits situated within a cluttered background, intended for assessing object recognition capabilities.
DOI: 10.57702/o9a9vkjq
title: German Traffic Sign Recognition Benchmark (GTSRB)

description: The GTSRB dataset consists of images of German traffic signs, utilized in the paper for evaluating the classification error and the impact of alignment on recognition.
DOI: 10.57702/1xyq4gms
title: SemEval-2016 Semantic Textual Similarity Dataset

description: The SemEval-2016 dataset for Semantic Textual Similarity was used to evaluate sentence pairs by training models with 90% of the data for training and 10% for validation.
DOI: 10.57702/e1lm57au
title: SemEval-2017 Semantic Textual Similarity Dataset

description: The SemEval-2017 dataset for Semantic Textual Similarity includes monolingual and cross-lingual sentence pairs for evaluating semantic similarity.
DOI: 10.57702/31g41q69
title: STS Benchmark Dataset

description: The STS Benchmark dataset was used for evaluating the semantic similarity of sentence pairs, focusing on hand-crafted and no hand-crafted feature approaches.
DOI: 10.57702/5i39qb2u
title: Webvision

description: Webvision dataset is employed for training the model and evaluating its effectiveness in real-world scenarios.
DOI: 10.57702/i9r3sdvs
title: Flickr30k Captions

description: Flickr30k Captions dataset consists of 30,000 images with five captions per image, facilitating research on image captioning.
DOI: 10.57702/xp83et1b
title: Annotated Humor Detection Dataset

description: The dataset consists of 3543 annotated tweets, featuring 1755 labeled as humorous and 1698 as non-humorous. It was used for evaluating the effectiveness of bilingual word embeddings and deep learning models for humor detection.
DOI: 10.57702/hel2bi07
title: English Wikipedia Dataset

description: The dataset consists of English Wikipedia articles used to train word vector models, containing 5.3M articles, 83M sentences, and 1,676M tokens.
DOI: 10.57702/fh1wve37
title: Stanford Sentiment Treebank

description: The Stanford Sentiment Treebank (SST-5) dataset is utilized for sentiment analysis, allowing models to evaluate sentiment in sentences through a tree-structured representation.
DOI: 10.57702/f32j2hh3
title: TREC Question Classification Dataset

description: The TREC dataset for question classification, containing questions tagged with categories including person and location.
DOI: 10.57702/rr7zzy6h
title: NP Bracketing Dataset

description: The NP bracketing dataset used for classifying noun phrases based on bracketing.
DOI: 10.57702/2qg3nt0h
title: Synthesized Dataset of Stylized and Real Face Pairs

description: A large-scale synthesized dataset of stylized face (SF) and ground-truth real face (RF) pairs is generated to train the Identity-preserving Face Recovery from Portraits (IFRP) method. This dataset includes 30K training pairs created from aligned real faces and various stylized representations.
DOI: 10.15468/dl.a2dx5y
title: Occurrence Download

description: A dataset containing 13499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pogona barbata (Cuvier, 1829)"
 ]
}

 The dataset includes 13499 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000055-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h37m7n
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "Geometry POLYGON((-62.20511 -24.47893,-29.79489 -24.47893,-29.79489 -11.52107,-62.20511 -11.52107,-62.20511 -24.47893))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scytalopus novacapitalis Sick, 1958"
 ]
}

 The dataset includes 599 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000057-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/rynl7mxd
title: affNIST

description: The affNIST dataset is created by applying various affine transformations to the MNIST digits, making it suitable for testing algorithms designed to handle geometric distortions.
DOI: 10.57702/k6fq93h9
title: HatEval dataset

description: The HatEval dataset provides annotated tweets to evaluate hate speech detection, specifically concerning immigrants and women in a multilingual context.
DOI: 10.57702/tse2i3db
title: Letter

description: The Letter dataset contains handwritten letters for anomaly detection tasks, where outliers represent specific letter patterns.
DOI: 10.15468/dl.zempnx
title: Occurrence Download

description: A dataset containing 13499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pogona barbata (Cuvier, 1829)"
 ]
}

 The dataset includes 13499 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000054-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/x9t230pw
title: Optical

description: The Optical dataset is a collection of optical character recognition data used for detecting anomalies in text recognition.
DOI: 10.57702/d0owfsn4
title: Pen

description: The Pen dataset consists of pen-based user interfaces for anomaly detection involving user input patterns.
DOI: 10.57702/05xrlt26
title: ImageNet 64x64

description: The 64x64 ImageNet dataset is used for training a vector-quantized variational auto-encoder, encoding images into a tensor of latents.
DOI: 10.57702/506lngwv
title: CelebA-HQ 256x256

description: The 256x256 CelebA-HQ dataset is utilized to train an Image Transformer for autoregressive image generation.
DOI: 10.15468/dl.hnha3h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina longzhouensis (B.Pan & W.H.Wu) W.B.Xu & K.F.Chung)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-241125135418005/datasets/export for details.
DOI: 10.57702/olcys5wr
title: Holl-E

description: The Holl-E dataset consists of dialogues with a single document provided per conversation, including spans in documents that indicate parts used for generating responses.
DOI: 10.57702/5w114uao
title: MalwareTextDB

description: The MalwareTextDB corpus consists of APT reports describing malware related information for text classification and token label prediction tasks.
DOI: 10.57702/6whjude7
title: Cornell Movie Dialogues

description: The Cornell Movie Dialogues dataset features two-character dialogues from movie scripts, capturing a large variety of human interaction in many different fictional circumstances.
DOI: 10.25403/upresearchdata.22217200
title: Investigation of the effect of inoculation and seed dressing with a fungicide and pesticide on doubled-up legume technology

description: Processed data for yield, germination percentage, land equivalent ratio.  A field study with groundnut and pigeon pea as test crops was conducted at Innovation Africa at the University of Pretoria (IA@UP), South Africa during this period, 2020/2021.  The study involved twelve treatment combinations namely; Untreated sole pigeon pea (PP), Untreated sole groundnut (GN), Untreated PP-GN intercrop, Inoculated sole PP, Inoculated sole GN, Inoculated PP-GN intercrop, Seed dressed sole PP, Seed dressed sole GN, Seed dressed PP GN intercrop, Inoculated + Seed dressed sole PP, Inoculated + seed dressed sole GN, Inoculated + Seed dressed PP-GN intercrop.
DOI: 10.25403/upresearchdata.22217200.v1
title: Investigation of the effect of inoculation and seed dressing with a fungicide and pesticide on doubled-up legume technology

description: Processed data for yield, germination percentage, land equivalent ratio.  A field study with groundnut and pigeon pea as test crops was conducted at Innovation Africa at the University of Pretoria (IA@UP), South Africa during this period, 2020/2021.  The study involved twelve treatment combinations namely; Untreated sole pigeon pea (PP), Untreated sole groundnut (GN), Untreated PP-GN intercrop, Inoculated sole PP, Inoculated sole GN, Inoculated PP-GN intercrop, Seed dressed sole PP, Seed dressed sole GN, Seed dressed PP GN intercrop, Inoculated + Seed dressed sole PP, Inoculated + seed dressed sole GN, Inoculated + Seed dressed PP-GN intercrop.
DOI: 10.57702/5iih129l
title: MTG-Jamendo Dataset

description: The MTG-Jamendo dataset is used for automatically recognizing the emotions and themes in music recordings based on the raw audio, focusing on mood and theme tagging.
DOI: 10.57702/s3feeqmv
title: WMT English-German Translation

description: WMT English-German translation task is used for supervised conditional language generation, where the authors assess the model's performance in translating from English to German.
DOI: 10.57702/jp6y79tu
title: Cornell Grasping Dataset

description: The Cornell Grasping Dataset (CGD) contains manually-labeled grasp annotations for a limited number of examples, focusing on detecting robotic grasps.
DOI: 10.57702/9ek540av
title: Jacquard Dataset

description: The Jacquard dataset is a large-scale dataset for robotic grasp detection, featuring dense grasp rectangle annotations.
DOI: 10.57702/7eydywlv
title: JVS Corpus

description: JVS corpus is a free Japanese multi-speaker voice corpus, used for various speech synthesis tasks.
DOI: 10.57702/movxgsqi
title: CSMSC Dataset

description: The CSMSC dataset is a corpus for Mandarin Chinese speech synthesis research.
DOI: 10.57702/esxo05ey
title: SVHN

description: The SVHN (Street View House Numbers) dataset consists of over 600,000 digit images that are cropped from street view images, used for benchmarking algorithms dealing with noisy labels in image classification tasks.
DOI: 10.57702/04dxvx02
title: University of Maryland Reddit Suicidality Dataset

description: The University of Maryland Reddit Suicidality Dataset contains Reddit posts from the r/SuicideWatch subreddit, used to assess suicidality risk based on user postings.
DOI: 10.57702/0f8hhen8
title: IWSLT'14 German to English Translation Dataset

description: IWSLT’14 (International Workshop on Spoken Language Translation) German to English dataset consists of parallel sentences for machine translation tasks, containing approximately 160,000 sentence pairs.
DOI: 10.5281/zenodo.14216971
title: Proteom-, Transcriptome-, Metabolome Data

description: Proteom-, transcriptome-,metabolome data for further analysing.

The omics data were originally provided by Quirós et al. (Quirós et al. 2017). In their publication the authors analyzed the mitochondrial response to four different toxicants, including Actinonin, Diclofenac, FCCB, and Mito-Block (MB), within the transcriptome, proteome, and metabolome layer.
DOI: 10.5281/zenodo.14216972
title: Proteom-, Transcriptome-, Metabolome Data

description: Proteom-, transcriptome-,metabolome data for further analysing.

The omics data were originally provided by Quirós et al. (Quirós et al. 2017). In their publication the authors analyzed the mitochondrial response to four different toxicants, including Actinonin, Diclofenac, FCCB, and Mito-Block (MB), within the transcriptome, proteome, and metabolome layer.
DOI: 10.57702/3iiy7g13
title: General Language Understanding Evaluation (GLUE) benchmark

description: GLUE is a multi-task benchmark that contains a diverse set of natural language understanding tasks including sentiment analysis, natural language inference, and textual similarity evaluation.
DOI: 10.57702/b1vxsuvm
title: Orchid

description: The Orchid dataset is a Thai part-of-speech-tagged dataset containing 10,864 sentences hierarchically separated into paragraphs, sentences, and words, with manual POS tagging by linguists.
DOI: 10.57702/wpqn65wr
title: UGWC

description: UGWC (User-Generated Web Content) dataset includes various types of labeled data for sentence segmentation tasks, collected from user conversations in the financial domain, with manual annotation by linguists.
DOI: 10.57702/c26gh3ux
title: WMT 2014 English-to-German Dataset

description: The WMT 2014 English-to-German dataset consists of 4.5 million sentence pairs used for neural machine translation.
DOI: 10.57702/nk4hm457
title: WMT 2014 English-to-French Dataset

description: The WMT 2014 English-to-French dataset contains 36 million sentence pairs that are used to benchmark translation models.
DOI: 10.57702/h3ircf8t
title: Hands 2017 challenge dataset

description: The Hands 2017 challenge dataset contains depth images used for training and testing 3D hand pose estimation methods, with a focus on various hand shapes and poses.
DOI: 10.57702/hrhi13wt
title: SemEval 2014 Task 4 dataset

description: The SemEval 2014 task 4 dataset contains labeled sentences and sentence-aspect pairs for aspect-term sentiment analysis, focusing on specific domains such as restaurants and laptops.
DOI: 10.57702/irijsp1h
title: Kaggle Restaurant Reviews Dataset

description: The Kaggle sentiment analysis competition dataset contains unlabeled restaurant reviews used to supplement the labeled SemEval dataset for improved performance in sentiment analysis.
DOI: 10.57702/m3vdqkdh
title: Amazon Product Reviews Dataset

description: The Amazon product reviews dataset contains unlabeled reviews used to augment the LAPTOP dataset for aspect-term sentiment analysis.
DOI: 10.15468/dl.2wcrr2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Primulina lunglinensis (W.T.Wang) Mich.Möller & A.Weber)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000059-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/4dhdcrte
title: HELEN Dataset

description: The HELEN dataset consists of face photos with labeled facial components, utilized as the source domain for training the domain adaptation model for caricature face parsing.
DOI: 10.57702/jtbfj8x1
title: Toy dataset of sentences from CFG

description: The toy dataset consists of sentences generated from a context-free grammar (CFG) where sentences are framed as questions about objects.
DOI: 10.17632/nb93njtr82.1
title: PPOI after laparoscopic radical colorectal cancer resection combined with lobaplatin HIPEC code

description: PPOI after laparoscopic radical colorectal cancer resection combined with lobaplatin HIPEC code
DOI: 10.57702/cbmfzyvj
title: GuessWhat?! dataset

description: The GuessWhat?! dataset consists of sentences asked by humans during a cooperative game, containing a broader vocabulary.
DOI: 10.57702/l0v90aef
title: First Quora Dataset Release - Question Pairs

description: The dataset consists of 404,290 question pairs from Quora, used to identify semantically duplicate questions.
DOI: 10.57702/1ssdaspq
title: French Street Name Signs (FSNS)

description: The French Street Name Signs (FSNS) dataset consists of over 1 million images of French street name signs extracted from Google Street View, posing challenges such as irregular, low resolution text lines embedded in natural scenes.
DOI: 10.57702/d79z0npx
title: IMDb Movie Review Dataset

description: The IMDb movie review dataset consists of a balanced sample of 25,000 positive and 25,000 negative reviews, divided into equal-size train and test sets, with an average document length of 231 words.
DOI: 10.57702/xk5me11m
title: AutoToon dataset

description: The AutoToon dataset is a paired dataset of human facial portrait photos and their corresponding geometrically warped cartoons created by trained artists, used to train the AutoToon model.
DOI: 10.57702/quftxe82
title: Benchmark datasets for Chinese spell checking

description: This dataset contains erroneous and corrected sentences for Chinese spell checking, divided into multiple benchmark datasets harvested from past shared tasks and additional OCR results.
DOI: 10.57702/a4hv4v0r
title: ApolloScape Lane Segmentation Dataset

description: The ApolloScape dataset for lane segmentation contains more than 110,000 frames with high quality pixel-level annotations, including 35 kinds of lane and road markings from daily traffic scenarios.
DOI: 10.57702/ebigswpa
title: Penn Treebank (PTB)

description: The Penn Treebank (PTB) dataset is used for language modeling tasks, specifically for next word prediction, where it serves to evaluate the trained models' performance in predicting the next word based on previous context.