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Datasets by Task

Our directory organizes 6,837 dataset entries across 98 tasks. Pick a task below to see every dataset for it, filter by language, and link straight to sources.

A

Automatic Speech Recognition (93)Audio Classification (51)Audio To Audio (17)Any To Any (12)Automatic Image Captioning (6)Audio Text To Text (3)

C

Classification (87)Commonsense (24)Clustering (10)Coreference Resolution (7)Commonsense Reasoning (4)

D

Dialogue (60)Depth Estimation (19)Document Question Answering (6)Data-To-Text Generation (3)Data-to-Text (3)

E

Emotion Classification (7)Entailment (6)Event Extraction (6)Events (4)Emotion Recognition (4)Entity Linking (3)

F

Fill Mask (70)Feature Extraction (47)Fake News Detection (7)

G

General NLP (2546)Graph Ml (3)Graph Analysis (3)

H

Hate Speech Detection (5)

I

Image To Text (180)Image Classification (117)Image Segmentation (58)Image Text To Text (50)Image To Image (38)Image To 3D (25)Information Extraction (21)Image To Video (19)Image Feature Extraction (18)Information Retrieval (6)

K

Knowledge Base (23)Knowledge Graph (7)

L

Language Modeling (6)

M

Machine Translation (42)Multiple Choice (33)Multi-Modal Learning (13)Multi-Modal (5)

N

Named Entity Recognition (NER) (26)Natural Language Inference (NLI) (16)

O

Other (70)Object Detection (54)

P

Part-of-Speech (POS) (5)Paraphrasing Identification (4)

Q

Question Answering (528)

R

Robotics (125)Reading Comprehension (78)Reinforcement Learning (27)Relation Extraction (14)Regression (4)

S

Summarization (98)Sentiment Analysis (38)Sentence Similarity (27)Semantic Parsing (16)Speech Recognition (12)Semantic Textual Similarity (10)Speech Corpora (5)Speech Translation (4)SQL-to-Text (3)Semantic Role Labeling (3)

T

Text Generation (723)Text Classification (228)Text Corpora (199)Text To Image (103)Text To Speech (69)Translation (50)Text Retrieval (41)Token Classification (36)Time Series Forecasting (32)Table Question Answering (30)Text To Video (22)Tabular Classification (16)Tabular Regression (16)Text To Audio (15)Text To 3D (10)Text-to-SQL (8)Table To Text (7)Tabular To Text (4)Text Ranking (3)Text-to-Speech (3)

U

Unconditional Image Generation (3)

V

Visual Question Answering (130)Video Classification (38)Video Text To Text (20)Visual (19)Video To Video (4)Video Question Answering (4)

W

Word Sense Disambiguation (7)

Z

Zero Shot Classification (41)Zero Shot Image Classification (12)

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