HyperAI
Command Palette
Search for a command to run...
تصنيف الصور
تعيين تسمية فئة لصورة إدخال من مجموعة محددة مسبقاً من الفئات.
لوحة الصدارة
100 نماذج بالمجموع
مقاييس الأداء
ImageNet-1K
CIFAR-100
Label-Ranker
ImageNet
CIFAR-10
CIFAR10
Stanford-Cars
DTD
NNCLR
Flowers-102
CCT-14/7x2
FGV-CAircraft
Inceptionv4
Food-101
CAP
Mini-Imagenet 5-way (1-shot)
PEMnE-BMS* (transductive)
Euro SAT
ImageNet-R
BASIC (Lion)
Mini-Imagenet 5-way (5-shot)
CAML [Laion-2b]
CALTECH-101
ObjectNet
BiT-L (ResNet-152x4)
Tiny-ImageNet
MNIST
Vanilla FC layer only
SUN-397
SEER (RegNet10B - linear eval)
ImageNet-A
CIFAR-100 LT
ImageNet-LT
iNaturalist 2018
MAE (ViT-H, 448)
ImageNet-V2
CUB-200-2011
CAP
Clothing-1M
CUB-200-2011
MetaFormer
(MetaFormer-2,384)
ImageNet-Sketch
µ2Net+ (ViT-L/16)
Oxford-pets
Pets
Tiered ImageNet 5-way (5-shot)
CAML [Laion-2b]
CIFAR-10-LT
UCF-101
ImageNet-Real
VOLO-D5
Aircraft
Tiered ImageNet 5-way (1-shot)
PT+MAP
Stanford-Dogs
MP
VTAB-1K
ALIGN (50 hypers/task)
NA Birds
HERBS
STL-10
Pre trained wide-resnet-101
CUB
Entropy-based Logic Explained Network
CUB-200
Flowers
Cars
Food
Fashion-MNIST
SNNL-5
SVHN
DSRC
mini WebVision 1.0
MS-COCO
Q2L-CvT(ImageNet-21K pretraining, resolution 384)
CIFAR-FS 5-way (5-shot)
PT+MAP+SF+SOT (transductive)
CIFAR-FS 5-way (1-shot)
PT+MAP+SF+SOT (transductive)
Oxford-IIIT-Pets
TWIST (ResNet-50)
CUB 200 5-way 1-shot
PT+MAP+SF+BPA (transductive)
SUN
EVA-CLIP-18B
WebVision
CUB 200 5-way 5-shot
PT+MAP+SF+SOT (transductive)
CIFAR-10-DVS
Celeb-A
RE-SISC45
Caltech
Oxford Flowers
Kuzushiji-MNIST
KMNIST-Tiny
ILSVRC12
ImageNet-S
ImageNet-100
ImageNette
Oxford 102 Flowers
IELT
Oxford-IIIT Pets
µ2Net+ (ViT-L/16)
FC100 5-way (1-shot)
R2-D2+Task Aug
FC100 5-way (5-shot)
ImageNet-C
iNaturalist-2019
MAE (ViT-H, 448)
Meta-Dataset
URT
Flower-102
GTSRB
CNN with 3 Spatial Transformers
OMNIGLOT - 1-Shot, 20-way
GCR
Places-365
Bird. S
EMNIST-Balanced
WaveMixLite-128/7
OMNIGLOT - 5-Shot, 20-way
MC2+
Places-LT
CIFAR-100N
PASCAL VOC 2007
NNCLR
RAF-DB
ImageNet2012-1k
OMNIGLOT - 1-Shot, 5-way
MC2+
SVHN, 1000 labels
Meta Pseudo Labels (WRN-28-2)
Caltech-256
AG-Net
Mini-ImageNet - 1-Shot Learning
PT+MAP
OMNIGLOT - 5-Shot, 5-way
DCN6-E
Waterbirds
WebVision-1000
CurriculumNet (InceptionResNet-v2)
CIFAR100 finetuned from ImageNet
N-Caltech 101
PA-100K
PATH (Partial FT)
SVHN, 250 Labels
EnAET
CIFAR-20
MV-MR
F-mnist
mini-Imagenet
Mini-Imagenet 10-way (1-shot)
Transductive CNAPS + FETI
Mini-Imagenet 10-way (5-shot)
Transductive CNAPS + FETI
PACS
Meta-Dataset Rank
URT
Mini-ImageNet-CUB 5-way (1-shot)
PT+MAP
Retinopathy
Tiered ImageNet 10-way (1-shot)
Transductive CNAPS + FETI
Tiered ImageNet 10-way (5-shot)
Transductive CNAPS + FETI
UCF
8 tasks
DVS-CIFAR10
EMNIST-letters
VGG-5
Flower
Oxford-IIIT Pet
Animal-10N
bFFHQ
Bird
car
Dog
Food-101N
LRA-diffusion (CLIP ViT)
NUS-WIDE
Q2L-CvT(resolution 384, ImageNet-21K pretrained)
STL-10, 1000 Labels
FixMatch (CTA)
ARC-c
ARC-e
BoolQ
FERPlus
FMD
GTOS-M
Hella-Swag
OBQA
PETA
Attribute-Specific Localization
PIQA
SIQA
UTK Face
Wino Grande
AVA
MP_adam
Big-GAN
Camelyon
CIFAR-10, 1000 Labels
MixMatch
CIFAR-10N
CINIC-10
VIT-L/16 (Spinal FC, Background)
Clothing1M (using clean data)
CurriculumNet
Cycle-GAN
Deep-fake
DMLab
Gau-GAN
GTOS
KTH
Mini-ImageNet-CUB 5-way (5-shot)
PT+MAP
Office-Home
Pro-GAN
Star-GAN
Style-GAN
Style-GAN2
AWA2
Clevr-Count
Clevr-Dist
Domain-Net
dSpr-Loc
dSpr-Ori
DVS128
GasHisSDB
CoAtNet-1
GenImage
Oxford Flowers-102
Scene-15
sNORB-Azim
SST-2
AffectNet
AID
AGOS
CompCars
Resnet50 + PMAL
fMoW-RGB
GLUE
HarMeme
ImageWoof
KTTT1-Dist
Math-Vista
Plant village
SAG-ViT
RealWorldQA
Semi-Aves
sNORB-Ele
SVNH
Animal
BigEarthNet (official test set)
MoCov3 (ViT-S/16)
CIFAIR-10
Colored-MNIST(with spurious correlation)
MLP-DecAug
Feel
flower dataset
HCI
ELB
ImageNet-9
ImageNet-O
leaf dataset
Mini-Imagenet 20-way (1-shot)
TIM-GD
Mini-Imagenet 20-way (5-shot)
TIM-GD
mini-WebVision
MM MU
N-MNIST
STS-ResNet
OF 1.0
OF 2.0
PrideMM
RefCOCO
RefCOCO-g
RefCOCO+
Stanford Cars 5-way (1-shot)
MATANet
Stanford Cars 5-way (5-shot)
MATANet
Stanford Dogs 5-way (5-shot)
SVHN, 500 Labels
MixMatch
TAG
Tsinghua-Tencent 100K
Background Threshold Model
VideoInstruct
VideoGPT+
Web-Aircraft
Web-Bird
Web-Car
5 downstream datasets
BBBC036
Bird-225
WideResNet-101 (Spinal FC)
Birdsnap
EffNet-L2 (SAM)
C-MNIST (FG)
CAMELYON-17
CHAMMI-CP
CIFAIR-100
CIFAR
CIFAR-10(C)
CIFAR10-S
CIFAR5M
CIFAR5M*
COCO
CUB-200-2011 - 0-Shot
Word CNN-RNN (DS-SJE Embedding)
Digits
Dogs
FGVC
Harm-P
LMM-RGCL (Qwen2-VL-7B)
Houston
ImageNet - 0-Shot
CLIP (ViT B/32)
ImageNet-2012
IMNET-200
IN-A
IN-R
IN-V2
iNaturalist
Indian Pines
SSDGL
ISIC-2018
Kinetics-400
LibriSpeech
Mini-Imagenet 5-way (10-shot)
PT+MAP
OVEN
PaLI-X
Oxford Pet
pendigits
DnC-SC
RAP
Attribute-Specific Localization
Red MiniImageNet 20% label noise
FaMUS
Red MiniImageNet 40% label noise
FaMUS
Red MiniImageNet 80% label noise
FaMUS
RxRx1
RxRx19a
Something-Something (V2)
TissueMNIST
10 Monkey Species
2D colored Google Quickdraw
3D Brain MRI
Augsburg
BIGTOK
C-MNIST (BG)
CIFAR-10, 100 Labels (OpenSet, 6/4)
CIFAR-10, 2000 Labels
MixMatch
CIFAR-10, 400 Labels (OpenSet, 6/4)
UnMixMatch
CIFAR-10, 50 Labels (OpenSet, 6/4)
CLEVR-C
Clothing Attributes Dataset
Label2Label
COinCO
Colored-FMNIST (BG)
Colored-FMNIST (FG)
CUB 200 50-way (0-shot)
Prototypical Networks
DRCT-2M
DVS128-Gesture
FGVC-Aircrafts
FlickrLogos-32
GAPED
GeoDE
HAM10000
HandWritten
Hard-ImageNet
Herbarium19
IAPS
Image Aesthetics dataset
ImageNet-64
ImageNet-E (background)
ImageNet-E (position)
IN-Sketch
IN-V
iNat 2018
JUMP-CP
KITTI
LlavaGuard safety dataset
MAMe
EfficientNet-B3
Mini-ImageNet, 4000 Labels
SimPLe
OpenImages-V6
TResNet-L
Oracle-MNIST
ResNet-18 + Vision Eagle Attention
Palworld
Pavia University
PEARL
Pet
Red MiniImageNet 60% label noise
FaMUS
Salinas
SAT-4
DeepSat V2
SI-Score
SUN 360
Textures
Tiny-ImageNet-LT
TravelingBirds
VGG-Sound
UAVM
Visual Wake Words
Vizwiz
VQA-v2
VTAB
WHU-Hi-HongHu
WHU-Hi-Longkou
10027
1010
5027
ADM
AI2D
Att-GAN
BAR
BE-GAN
BIOSCAN-1M
Bosch Small Traffic Lights
Hierarchical + Background Threshold Model
CAL
Caltech-256 5-way (1-shot)
Capture
CelebA 64x64
CFLOW
CFG steps
CIFAR-100N-Noisy
CIFAR-80N
CIFAR100-IDN30
CIFAR100-IDN50
CIFAR100-IDN70
CLEVR
ClimateTV
CNWL
COCOLogic
CrisisMMD
CRN
CRPE
CUB-200 - 0-Shot Learning
TAFE-Net
CUB-200-2012
DALL·E
Euro
ExpW
FairFD
FLO
Glide 100_10
Glide 100_27
Glide 50_27
Guided steps
HMDB-51
HR-Bench 8K
IFCNetCore
MVCNN
ImageNet-32
ImageNet-D109
IMDB
ImgNetDogs
IMLE
inaturalist-18
iNaturalist-Birds
iNaturalist19
Ingredient-101
Insects
Kvasir
HiFuse_Small
LandUse-21
LDM 100
LDM 200
LDM 200_cfg
LF-WikiSeeAlsoTitles-320K
LFW
Long-tailed Cifar-10
Long-tailed Cifar-100
MathVerse
Mini-ImageNet, 1000 Labels
MutexMatch
Mini-ImageNet, 10000 Labels
FeatMatch
MIT-States
MMD-GAN
MME
MMLU
ModelNet-40
Multi-Focal Human Embryos Dataset
MUUFL
NYU2
Office-31
PAS-CAL VOC 2012
Q2L-TResL(448 resolution)
PIE
RAPv2
Rel-GAN
Resisc
Rotated-MNIST
S-CIFAR-100
S-Cifar10
S3-GAN
SAN
SAT-6
ScanNet
SEED
Single-Focal Human Embryos Dataset
SIPaKMeD
DL+PCA+GWO
SITD
SNG-GAN
Standford Cars
Stanford Dogs 5-way (1-shot)
MATANet
STG-GAN
STL-10, 40 Labels
RelationMatch
STL-10-LT
SUN RGB-D
Synthetic texture dataset
UPMC Food-101
Visual Wake Words (VWW)
White materials dataset
102flowers
11 fine-grained datasets
ADE20k
AffectNet-7
AffectNet-8
AG-News
AgeDB-30
Aider
AlgoPuzzleVQA
all datasets
Animals
APY
AWA1
aYahoo
CLIP
B77
BCI-NER
BCIC-IV-2a
Beans
BLINK
Bulrush
CA-LFW
Caltech Birds (CUB)
Cars-196
Causal3DIdent
SimCLR
Certificate Verification
ResMLP-24
CIFAR-10 (250 Labels, ImageNet-100 Unlabeled)
CIFAR-10 (4000 Labels, ImageNet-100 Unlabeled)
CIFAR-100 (10000 Labels, ImageNet-100 Unlabeled)
CIFAR-100 (400 Labels, ImageNet-100 Unlabeled)
CIFAR100 5-way (1-shot)
CMNIST-(A)
CMNIST-(B)
CoDaN
Corrupted CIFAR-10
CP-LFW
CR
Cram-GAN
Ct-101
Ct-256
CUB-2011
CUB-LT
CV-Bench
Decoy MNIST
DeepFashion-Multimodal
Describable Textures
DVS-Gesture
Emotion
ESAT
FakeClue
Flower-LT
FMoW
fMoW-Sentinel
FOG-1
FOG-2
ForenSynths
Fruits-360
Global-Wheat
HErlev
DL+PCA+GWO
IIITDMJ_Smoke
ILSVRC 2012
Im4Sketch
rBTE (ResNet101)
ImageNet Subset-S
ImageNet (1-shot)
ImageNet-21K-P
ImageNet-9(noisy)
ImageNet-GLT
Imbalanced CUB-200-2011
PC-Softmax
iNat21-Animal
iNat21-Plant
Info-GAN
Intel Image Classification
ISIC
ISIC-2019
Joint-Task Vision
KB1 KB2
Kiki-Bouba
KMNIST
µ2Net (ViT-L/16)
Lichen
LMM-Halucination
M-MNIST
MAMEM-SSVEP-II
Manzanita
MATH-Vision
Mini-ImageNet to CUB - 5 shot learning
TIM-GD
MIT Indoor Scenes
MM-Bench
MM-Vet
MMFR
MPQA
MR
MRNet
MRPC
MSCOCO-GLT
N-Cars
N24News
NaturalBench-Retrieval
NaturalBench-VQA
NICO
NICO++
NICO++(noisy)
Noisy MNIST (AWGN)
Noisy MNIST (Contrast)
Noisy MNIST (Motion)
NPU-45
OMNIGLOT-EMNIST 5-way (1-shot)
HyperShot
OMNIGLOT-EMNIST 5-way (5-shot)
Oven-Wiki
Oxford 102 Flower
RS-FSL
Plants
PuzzleVQA
real 3D cardiac MRI videos
Red-Mini-Imagenet
ResNet34 → ResNet18
ResNet50 → MobileNet
RVT-S → RVT-Ti
Rye
SEED-Bench
Sf Cars
Sf Dogs
SFEW 2.0
SID-Set
Sketchy
Small-ImageNet-127
Sort-of-Clevr
SST-5
Stanford Car
STL-10 (1000 Labels, ImageNet-100 Unlabeled)
Subj
Sugar-Crepe
SUN - 0-Shot
Synthesised Classifier
SVHN (1000 Labels, ImageNet-100 Unlabeled)
SVHN (250 Labels, ImageNet-100 Unlabeled)
SVHN (40 Labels, ImageNet-100 Unlabeled)
SVHN-LT
Synthetic Spatial Reasoning Task
SynthScars
Terra Incognita
TextVQA
Tiny-200
Tiny-ImageNet-S
TRACE
TREC
TTS
UCF-101 Mid-Frames
UCM
USTC_SmokeRS
V*
VisDA-2017
VizWiz-Classification
VOLO-D5
VLCS
VLGuard
Wild
Wrasse
Yelp
YouTubeFace
100 leaves
2018 Syngenta (2016 val)
Transformer
2D-GMM
7-point
A-OKVQA-Ent
Action Recognition
affNIST
AG News Subset
Aircrafts
Albatross
ALOI
ALOI-100
Amster Time
AP-GeM (ResNet-101)
aPY - 0-Shot
TAFE-Net
ArtDL
Resnet50
ASL-DVS
Augsburg H-S
Australian
AWA
AWA - 0-Shot
Synthesised Classifier
AWA1 - 0-Shot
AWA2 - 0-Shot
Bace
BBBP
BDGP
BelgaLogos
Belgian Traffic Sign Classification
BGS
BigEarthNet-10%
DINO-MC
BioID
Birds-525
Birdsong
Blackbird
Bongard-HOI
Bottles
BoxCars116K
Brain
BRCA
breast
Burned Area Delineation from Satellite Imagery
DS-UNet
Butterfly
C-FMNIST (BG)
Caltech-101, 202 Labels
Caltech-256, 1024 Labels
Caltech-256 5-way (5-shot)
MergedNet-Concat
Caltech101-20
Camera Trap
CarFlag-1532
CarFlag-563
ResNet101-swp
CASI University of Houston
cats_vs_dogs
µ2Net+ (ViT-L/16)
CBench
CCDC
CCV
CelebA-HQ
CERUG-EN
CFP-FP
Chameleon
Chaoyang
HSANR
Chest X-ray images
Chinese Traffic Sign Database
CIFAR 10
CIFAR-10-1
CIFAR-10, 500 Labels
MixMatch
CIFAR-100, 4000 Labels
UPS (CNN-13)
CIFAR-10N-Worst
CIFAR-C
CIFAR-FS - 1-Shot Learning
pseudo-shots
CIFAR-FS - 5-Shot Learning
pseudo-shots
CIFAR-N
CIFAR10-IDN
CIFAR100-IDN
Civil-Comments
Clevr/count
Clevr/distance
ClinTox
COCO-10
COCO
COCO-val2017
Colorectal
Colored-MNIST
Con-Text
PHOC descriptor + Fisher Vector Encoding
corrupted-P3D
CounterAnimal
Cramer-GAN
CRC-MIPL-KMeansSeg
CRC-MIPL-Row
CRC-MIPL-SBN
CRC-MIPL-SIFT
Cross-dataset (RAF-DB ↔ AffectNet)
CUB-200-2011 5-way (1-shot)
MATANet
CUB-200-2011 5-way (5-shot)
MATANet
CUB 200 5-way
EASY 3xResNet12 (transductive)
CUB-Birds
CVL
CXRB10
CytoImageNet
Concatenated Features from CytoImageNet and ImageNet EfficientNetB0
DDSM
Deep-Weeds
DermaMNIST
DIB-10K
MetaFGNet
DIOR-RSVG
Diving-48
DMimage
DMS-test
dSprites/loc
dSprites/ori
DT-Easy
DT-Hard
DT-Medium
DukeMTMC-attribute
MBNet
DVS-Lip
DVS128 Gesture
SNN
EMNIST
EMNIST-Byclass
EMNIST-Bymerge
EMNIST-digits
VGG-5
EmotionROI_6
ETHEC
Fakeddit
FakeInversion
Fashion
FC100 5-way (10-shot)
MTL
FEMNIST
FER2013
Fewshot-CIFAR100 - 1-Shot Learning
pseudo-shots
Fewshot-CIFAR100 - 5-Shot Learning
pseudo-shots
FGVC-Aircraft
EnGraf-Net101 (G=4, H=1)
FI_8
Fish
FishNet
Flickr_LDL
Flowers-102 - 0-Shot
Word CNN-RNN (DS-SJE Embedding)
Flowers (Tensorflow)
CNN+ Wilson-Cowan model RNN
fMoW-Temporal
Food-101-LT
Fracture/Normal Shoulder Bone X-ray Images on MURA
Our Ensemble Learning-2
Fungi
Google Street Images
CNN
Google-test
GSC
HAM
HAND
Hateful-Memes
LMM-RGCL (Qwen2-VL-7B)
Hdigit
Heart
Hepatitis
Herb. 19
HIV
homNIST
Houston2013 H-M
HU→MU
HU→TR
Human Righst Archive (HRA)
DisplaceNet-VGG19
HW
HyTexiLa
IAM
iCassava'19
E2E-3M
ICTAA240K
ILSVRC 2012 IMAGENET
ImageFruit
ImageIDC
ImageMeow
ImageNet (bear species subset)
ImageNet-10
ImageNet-1K(64×64)
ImageNet-1M
ImageNet-50
ImageNet-9/A
ImageNet-A-Plus
ImageNet-B
ImageNet-D
ImageNet-E
ImageNet-Opener
ImageSquawk
IN-K
iNat-18
iNat2017
iNaturalist 2017
iNaturalist 26-class
iNaturalist (227-way multi-shot)
LaplacianShot
iNaturalist2021 2.7M
Indoor67
InfoMax-GAN
InorganicData
Insects 2
INTEL
Iris
ISIC-2017
Jaeger
K400
KineticsSound
KITTI-Dist
KITTI/distance
KTH-2-b
LabelMe
CoNAL
LAD-A
LAD-E
LAD-F
LAD-H
LAD-V
Leaves100
LF-AmazonTitles-131K
LF-WikiTitles-500K
LFW+a
LHRS-Bench
Lost
M.I.
MECCANO
Med. Leaf
Metashifts
METER-ML
MFHE
Mini-DomainNet
Crafting-Shifts(ResNet18)
mini-ImageNet - 100-Way
GCR
MIT-67
MLE-bench
MNIST → MNIST-M
MNIST Fellowship
MNIST→SVHN
MNLI
MSVD
MU→HU
MU→TR
multi_nli
MUV
N-ImageNet
NA-Bird
NavGesture
NCT-CRC-HE-100K
NeWT
NIH-CXR-LT
No Background RGB Arabic Alphabets Sign Language Dataset
NSD
NUS
NUS-WIDE-OBJECT
NWPU
occluded-P3D+
OCEAN
OCT
Office-Caltech
Ojha et al. diffusion sets
OMNIGLOT - 1-Shot, 1000 way
APL
OMNIGLOT - 1-Shot, 423 way
APL
OMNIGLOT - 5-Shot, 1000 way
OMNIGLOT - 5-Shot, 423 way
APL
OOD-CV
OrganA
OrganC
OrganS
ORL
Oxford Pets-37
P3D+
Parkinsons
PartImage_O
PartImageNet OOD
PASCAL-VOC
patch-camelyon
PatternNet
Pets SAM
Places365 (Small) 1.8M
Places365-LT
Plankton
plantdoc
PlantNet
Pneumonia
PPI
Proj-Imagenette
Proj-STL-10
Protocol-III test set
Pubmed
QMNIST
VGG-5
QNLI
QQP
Railway Track Misalignment Detection Image Dataset
Rare Species
RASTA
ResNet50 With bagging
RawRipe Dataset
ResNet34
Reuters3
Reuters5
RGB Arabic Alphabet Sign Language (AASL) dataset
RSICD
RSS
RSVG
RSVQA-HR
RSVQA-LR
ScanObjectNN
Scene
Segment
Sequential CIFAR-10
Sequential CIFAR100
SHAPES
Shipborne
Sider
SIRI-WHU
SIVAL
Sketch
Skin Lesions (ISIC)
SkinCon-3
SkinCon-9
SmallNORB/azi
SmallNORB/ele
Snapshot Serengeti
sNORB-Elev
So2Sat LCZ42
Resnet50
Soccer. P
SoyAging
Spider
Sports10
Max Margin Contrastive
SpuCoAnimals
SS-V2
SSVEP
Stanford Online Products
STL-10, 5000 Labels
MixMatch
SVHN, 2000 Labels
MixMatch
SVHN, 4000 Labels
MixMatch
Swallow
synthetic NPLL
TCGA-BRCA
TCGA-NSCLC
TCGA-RCC
TCIA OBR
Test (30,000)
Tiny-ImageNet
Tiny-ImageNet-200
Tiny-IN-LT
Tissue
TopLogo-10
Sill-Net
Tox21
ToxCast
TR→HU
TR→MU
Trento
Turtle
UCI
UCI Adult
UniversalFakeDetect
USPS
USPS→SVHN
V1-TD
V2-TDI
VGGSound
VireoFood-172
VisDA
VOC 2007
ResNet-101
VoxCeleb
Waterthrush
Waxwing
WBCAtt
WebFG-496
WebVision-50
WHU-RS19
wikiHow-image
Triplet Network
Yahoo. N
YaleB
ZincFluor