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Decision Making datasets

archive 2025-07-28

40 datasets carry the task tag "Decision Making" (the task itself: Decision Making), ordered by the archive's paper count. Page 1 of 1: 40 shown of 40. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Decision Making datasets 1–40 of 40

D4RL

D4RL is a collection of environments for offline reinforcement learning.

Environment Continuous Control Decision Making Offline RL D4RL Gym halfcheetah-random Gym halfcheetah-medium+12 tasks

538 papers · 2 benchmarks

Charades-STA

Charades-STA is a new dataset built on top of Charades by adding sentence temporal annotations.

Videos Texts Video Retrieval Video Understanding Moment Retrieval Partially Relevant Video Retrieval Decision Making Temporal Sentence Grounding+1 tasks

236 papers · 4 benchmarks

FairFace

FairFace is a face image dataset which is race balanced.

Images Fairness Facial Attribute Classification Decision Making

208 papers · 1 benchmark

VizDoom

ViZDoom is an AI research platform based on the classical First Person Shooter game Doom.

Environment Image Generation Scene Generation Decision Making Game of Doom Q-Learning Starcraft

156 papers · 3 benchmarks

LogiQA

LogiQA consists of 8,678 QA instances, covering multiple types of deductive reasoning.

Texts Text Generation Natural Language Understanding Machine Reading Comprehension Decision Making

127 papers · 1 benchmark

TORCS (The Open Racing Car Simulator)

TORCS (The Open Racing Car Simulator) is a driving simulator.

Environment Autonomous Driving Decision Making Imitation Learning

96 papers · 0 benchmarks

MURA

A large dataset of musculoskeletal radiographs containing 40,561 images from 14,863 studies, where each study is manually labeled by radiologists as either normal or abnormal.

Medical Anomaly Detection Decision Making

43 papers · 0 benchmarks

ShARC (Shaping Answers with Rules through Conversation)

ShARC is a Conversational Question Answering dataset focussing on question answering from texts containing rules.

Texts Question Answering Reading Comprehension Decision Making

43 papers · 0 benchmarks

PeerRead

PearRead is a dataset of scientific peer reviews.

Texts Text Classification Language Modelling Decision Making

42 papers · 0 benchmarks

CoAID

CoAID include diverse COVID-19 healthcare misinformation, including fake news on websites and social platforms, along with users' social engagement about such news.

Decision Making Misinformation

41 papers · 0 benchmarks

GazeFollow

GazeFollow is a large-scale dataset annotated with the location of where people in images are looking.

Images Pose Estimation Activity Recognition Decision Making Gaze Target Estimation

38 papers · 1 benchmark

RoboNet

An open database for sharing robotic experience, which provides an initial pool of 15 million video frames, from 7 different robot platforms, and study how it can be used to learn generalizable models for vision-based robotic manipulation.

Robotic Grasping Decision Making Offline RL

28 papers · 0 benchmarks

Evidence Inference

Evidence Inference is a corpus for this task comprising 10,000+ prompts coupled with full-text articles describing RCTs.

Texts Text Classification Data Augmentation Decision Making

27 papers · 0 benchmarks

ROAD (ROAD: The ROad event Awareness Dataset for Autonomous Driving)

ROAD is designed to test an autonomous vehicle's ability to detect road events, defined as triplets composed by an active agent, the action(s) it performs and the corresponding scene locations.

Videos Autonomous Vehicles Action Detection Continual Learning Autonomous Driving Event Detection Decision Making+1 tasks

27 papers · 0 benchmarks

SentiCap

The SentiCap dataset contains several thousand images with captions with positive and negative sentiments.

Images Texts Language Modelling Image Captioning Decision Making

26 papers · 0 benchmarks

ROPES (Reasoning Over Paragraph Effects in Situations)

ROPES is a QA dataset which tests a system's ability to apply knowledge from a passage of text to a new situation.

Texts Reading Comprehension Question Generation Decision Making

24 papers · 0 benchmarks

Obstacle Tower

Obstacle Tower is a high fidelity, 3D, 3rd person, procedurally generated environment for reinforcement learning.

3D Environment General Reinforcement Learning Decision Making Board Games

20 papers · 6 benchmarks

Industrial Benchmark

A benchmark which bridges the gap between freely available, documented, and motivated artificial benchmarks and properties of real industrial problems.

OpenAI Gym Active Learning Decision Making

13 papers · 0 benchmarks

TrajNet

The TrajNet Challenge represents a large multi-scenario forecasting benchmark.

Images Trajectory Prediction Trajectory Forecasting Decision Making

12 papers · 2 benchmarks

CHALET (Cornell House Agent Learning Environment)

CHALET is a 3D house simulator with support for navigation and manipulation.

Texts Environment Vision and Language Navigation Decision Making Imitation Learning

10 papers · 0 benchmarks

Atari-HEAD

Atari-HEAD is a dataset of human actions and eye movements recorded while playing Atari videos games.

Images Actions Tracking Atari Games Decision Making Imitation Learning

9 papers · 0 benchmarks

BLVD

BLVD is a large scale 5D semantics dataset collected by the Visual Cognitive Computing and Intelligent Vehicles Lab.

Images Videos 3D Point cloud Trajectory Prediction Autonomous Driving Decision Making

9 papers · 0 benchmarks

UKP (UKP Argument Annotated Essays)

The UKP Argument Annotated Essays corpus consists of argument annotated persuasive essays including annotations of argument components and argumentative relations.

Texts Language Modelling Argument Mining Decision Making

8 papers · 0 benchmarks

NASA C-MAPSS (Turbofan Engine Degradation Simulation Data Set)

Engine degradation simulation was carried out using C-MAPSS.

Time series Decision Making Remaining Useful Lifetime Estimation reinforcement-learning

7 papers · 2 benchmarks

OMICS (Open Mind Indoor Common Sense)

OMICS is an extensive collection of knowledge for indoor service robots gathered from internet users.

Texts Text Classification Common Sense Reasoning Decision Making

6 papers · 0 benchmarks

DemCare

Dem@Care is providing the following datasets, which are collected during lab and home experiments.

Decision Making

5 papers · 0 benchmarks

Flickr Cropping Dataset

The Flick Cropping Dataset consists of high quality cropping and pairwise ranking annotations used to evaluate the performance of automatic image cropping approaches.

Images Decision Making Image Cropping Learning-To-Rank

5 papers · 0 benchmarks

GolfDB

GolfDB is a high-quality video dataset created for general recognition applications in the sport of golf, and specifically for the task of golf swing sequencing.

Videos Semantic Segmentation Decision Making Action Spotting

5 papers · 0 benchmarks

CUHK Image Cropping

CUHK Image Cropping is a dataset for image cropping.

Images Image Enhancement Decision Making Image Cropping

3 papers · 0 benchmarks

PackIt

The ability to jointly understand the geometry of objects and plan actions for manipulating them is crucial for intelligent agents.

3D General Reinforcement Learning Decision Making Robot Task Planning

3 papers · 1 benchmark

Covid-HeRA

Covid-HeRA is a dataset for health risk assessment and severity-informed decision making in the presence of COVID19 misinformation.

Texts Decision Making Misinformation

2 papers · 0 benchmarks

Negotiation Dialogues Dataset

This dataset consists of 5808 dialogues, based on 2236 unique scenarios.

Text Generation Decision Making

2 papers · 0 benchmarks

PubMed PICO Element Detection Dataset

PICO is a framework to formulate a well-defined focused clinical question.

Texts Decision Making

2 papers · 0 benchmarks

A View From Somewhere (AVFS)

A View From Somewhere (AVFS)—a dataset of 638,180 face similarity judgments over 4,921 faces.

Images Metric Learning Facial Attribute Classification Decision Making Face Clustering

1 paper · 0 benchmarks

BeNYfits (New York City Public Benefits Eligibility Dialog Agent Benchmark)

Click to add a brief description of the dataset (Markdown and LaTeX enabled).

Task-Oriented Dialogue Systems Decision Making Conversational Response Generation AI Agent Conversational Search Sequential Decision Making

1 paper · 0 benchmarks

Car_Price_Prediction (Second_Hand-Car_Price_Prediction)

In this dataset we added [Company Name, Car Model, Car Type, Fuel Type, Transmission, Engine (cc), Mileage, Kmsdriven, Buyers, Horsepower (kw), Year Price (Lakhs)]

Texts Financial regression Decision Making Linear evaluation

1 paper · 1 benchmark

D2City

A large-scale comprehensive collection of dashcam videos collected by vehicles on DiDi's platform.

Videos Object Detection 3D Object Detection Decision Making

1 paper · 0 benchmarks

Industrial Benchmark Dataset for Customer Escalation Prediction

This is a real-world industrial benchmark dataset from a major medical device manufacturer for the prediction of customer escalations.

Tables Classification Anomaly Detection Recommendation Systems Decision Making imbalanced classification

1 paper · 0 benchmarks

Spaceship Dataset

The Spaceship dataset is a dataset for evaluating agents’ ability to learn to solve a class of physics-based tasks.

Decision Making

1 paper · 0 benchmarks

pursuitMW (Multi-agent pursuit in matrix world)

Multi-agent pursuit in matrix world (pursuitMW) is a partially observable Markov game (POMG) between a swarm of pursuers and a swarm of evaders.

Environment Multi-agent Reinforcement Learning Decision Making Multi-Agent Path Finding

1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.

Decision Making datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Decision Making datasets 1–40 of 40