Classification
Classification is the task of assigning data points to predefined categories, aiming to train a model to accurately predict the category of new data. By training on a labeled dataset, the learning algorithm establishes a mapping relationship between data features and category labels, thereby enabling the prediction of the category for unseen data points. The performance of classification models is typically evaluated using metrics such as accuracy, precision, and recall. Classification techniques have significant application value in various fields, including image recognition, text classification, and disease diagnosis.
InDL
ConvNext
MHIST
MoCo-v2 (ResNet-50)
N-ImageNet
Event Spike Tensor
SPOT-10
DenseNet121 Distiller
Full-body Parkinson’s disease dataset
PoseFormerV2
N-CARS
MEM
N-ImageNet (mini)
Event Imge
ImageNet C-OOD (class-out-of-distribution)
ViT-L/32-384 with Max-logit
Autoimmune Dataset
Burr classification images
60_divisions
CWRU Bearing Dataset
Few-shot Transformer Covariance
ForgeryNet
MINTIME-XC
SHD - Adding
ELM Neuron
XImageNet-12
DenseNet121
BIOSCAN_1M_Insect Dataset
BIOSCAN_1M_order_classifier
BoolQ
OPT-1.3B
cb
MedSecId
GPT-4
Reddit Ideology Database
SVM
RSSCN7
GLNet
RTE
SST-2
WiC
WSC
Adult
MambaNet
AUR & UMB dataset
RandomForestClassifier
Bengali Ekman's Six Basic Emotions Corpus
BiasBios
WeaSEL
Brain Tumor MRI Dataset
DINO
Chest X-Ray Images (Pneumonia)
AAPSO-Deep Feature Selection
CIFAKE: Real and AI-Generated Synthetic Images
CIFAR-100
ResNet8×4
CIFAR-10C
ViT-L/16 (Background)
Coordinated Reply Attacks in Influence Operations: Characterization and Detection
Random Forest
CORBEL
lstm
COVID-19 Image Data Collection
MSTP
Radar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)
HOWS
HOWS long
RECALL
HRF
Insider Threat Test Dataset
IRFL: Image Recognition of Figurative Language
CLIP-RN50x64
ISIC 2019
CASS
Kepler Exoplanet Search Results
SVM
LES-AV
RRWNet
Liver-US
HSQformer
MixedWM38
MuReD Dataset
C-Tran, preprocessing, augmentation
RespiratoryDatabase@TR
Resnet 50
RITE
Sentiment140
SGD
SGD_ss
Sound-based drone fault classification using multitask learning
TACM12K
BRIDGE
TCGA
MSI-H Transformer
TLF2K
TML1M
camelyon17
cifar10
cifar100
domainnet-infographic
DTD
EuroSAT
fMoW
food101
imagenet-1k
inaturalist-18
oxford-pets
patch-camelyon
RxRx1
stanford-cars