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Benchmarking datasets

archive 2025-07-28

10 datasets carry the task tag "Benchmarking" (the task itself: Benchmarking), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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.

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

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Benchmarking 10

Benchmarking datasets 1–10 of 10

Wiki-40B
A new multilingual language model benchmark that is composed of 40+ languages spanning several scripts and linguistic families containing round 40 billion characters and aimed to accelerate the research of multilingual modeling.
Language ModellingQuantizationBenchmarking
30 papers · 3 benchmarks
CropAndWeed
The CropAndWeed dataset is focused on the fine-grained identification of 74 relevant crop and weed species with a strong emphasis on data variability.
ImagesObject DetectionSemantic SegmentationDomain AdaptationInstance SegmentationFine-Grained Image ClassificationPanoptic Segmentation+5 tasks
10 papers · 0 benchmarks
Europarl-ASR
Europarl-ASR (EN) is a 1300-hour English-language speech and text corpus of parliamentary debates for (streaming) Automatic Speech Recognition training and benchmarking, speech data filtering and speech data verbatimization, based on…
SpeechSpeech RecognitionData AugmentationBenchmarking
8 papers · 2 benchmarks
FluidLab
FluidLab is a simulation environment with a diverse set of manipulation tasks involving complex fluid dynamics.
EnvironmentBenchmarking
5 papers · 0 benchmarks
Apron Dataset
The Apron Dataset focuses on training and evaluating classification and detection models for airport-apron logistics.
ImagesObject DetectionDomain AdaptationFine-Grained Image ClassificationScene UnderstandingAutonomous DrivingSmall Object Detection+2 tasks
1 paper · 0 benchmarks
COCO-N Medium
COCO-N Medium introduces a stochastic benchmark that simulates common real-world scenarios with noticeable label inaccuracies in the COCO dataset.
Instance SegmentationLearning with noisy labelsBenchmarking
1 paper · 1 benchmark
CSTS (Correlation Structures in Time Series)
CSTS: Correlation Structures in Time Series CSTS is a comprehensive synthetic benchmarking dataset designed specifically for evaluating correlation structure discovery in time series data.
TabularTime seriesChange Point DetectionBenchmarkingTime Series Clustering
1 paper · 0 benchmarks
GenoTEX (An LLM Agent Benchmark for Automated Gene Expression Data Analysis)
GenoTEX (Genomics Data Automatic Exploration Benchmark) is a benchmark dataset for the automated analysis of gene expression data to identify disease-associated genes while considering the influence of other biological factors.
TextsTabularCode GenerationAutoMLBenchmarking
1 paper · 0 benchmarks
PsOCR (Pashto OCR Dataset)
PsOCR is a large-scale synthetic dataset for Optical Character Recognition in low-resource Pashto language.
ImagesTextsTabularOptical Character Recognition (OCR)BenchmarkingImage to text
1 paper · 0 benchmarks
SemanticSugarBeets
SemanticSugarBeets, a novel and high-quality dataset containing 953 monocular RGB images and 2920 annotations of sugar beets, enables a wide range of learning tasks including object detection, semantic segmentation, instance segmentation…
ImagesObject DetectionSemantic SegmentationInstance SegmentationPanoptic SegmentationMulti-Task LearningCrop Classification+3 tasks
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.