HyperAI
Command Palette
Search for a command to run...
Paradigmes d'apprentissage
Paradigmes d'entraînement avancés incluant l'apprentissage continu (évitant l'oubli catastrophique) et l'apprentissage fédéré (entraînement distribué préservant la confidentialité des données).
Classement
100 modèles au total
Benchmarks
CIFAR-100
CIFAR-10
CIFAR100
ImageNet-R
CIFAR10
Tiny-ImageNet
ImageNet-LT
MNIST
DomainNet
Split CIFAR-100
TinyImageNet
CUB200
CUB-200
Split ImageNet-R
iNaturalist 2018
LIFT (ViT-L/14@336px)
ImageNet-A
SVHN
Places-LT
TRACE
CIFAR-100-LT
FMNIST
CUB
FashionMNIST
Imagenet100
MNLI
RTE
Cars-196
MRPC
ImageNet-100
Fashion-MNIST
FEMNIST
DTD
PACS
SST-2
Split PlantDisease
CelebA
CORe50
QQP
animal
Jigsaw-ViT
OfficeHome
QNLI
Cars
EMNIST
Caltech101
ImageNet-Subset
split-CIFAR100
Food101
miniImageNet
camelyon16
Snuffy (DINO Exhaustive)
CINIC-10
iNaturalist (100 cls)
ObjectNet
PASCAL VOC 2012
SSUL-M
VTAB
EuroSAT
SST2
SuperNI
5-Datasets
GLUE
Stanford Cars
SUN397
Aircraft
Office-Caltech
ScienceQA
split-CIFAR10
Adult
ARC-c
ARC-e
C-STANCE
CIFAR100-LT
FOMC
ImageNet-Subset-LT
OBQA
OmniBenchmark
PubMed
Resisc45
Shakespeare
Tiny ImageNet
CDDB-Hard
Cityscapes heterogeneous
Cora
Digits
Flowers102
MTIL
Seq-CIFAR10
ade20k
AG News
CoIN
CQA
ENEM
ImageNet
Long Sequence Benchmark (LS)
ModelNet40
NI-Seq-C1
NI-Seq-G1
NI-Seq-M1
NumGLUE-cm
NumGLUE-ds
OxfordPet
Seq-CIFAR100
Split-Imagenet-R
Standard CL Benchmark (SC)
TCGA
UCF101
Cars196
CIFAR10 (10,000)
TypiClust
Clothing1M
CoLA
COMPAS
F-CelebA (10 tasks)
CAT (CNN backbone)
Flowers
GSM8K
NICO++
Office-Home-LDS
ShapeNet
Camelyon-TCGA
CDDB
CUBS (Fine-grained 6 Tasks)
CondConvContinual
DBPedia
FewRel
Flowers (Fine-grained 6 Tasks)
CondConvContinual
Food
ImageNet (Fine-grained 6 Tasks)
CondConvContinual
imagenet-glt
RIDE + IFL
MATH
Mini-ImageNet
S-TinyImageNet
Sketch (Fine-grained 6 Tasks)
Slake
Split CIFAR-10
Split CUB-200
Split-miniImageNet
Stanford Cars (Fine-grained 6 Tasks)
CPG
StanfordCars
TACRED
Task Addition
VQA-Med 2019
VQA-Med 2020
VQA-Med 2021
VQA-RAD
VulScribeR
Reveal Model - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans)
Wikiart (Fine-grained 6 Tasks)
10-Split CIFAR-100
20-Split CIFAR-100
ciFAIR-10 50 samples per class
ChimeraMix+AutoAugment
Citeseer
Fashion MNIST
FGVCAircraft
HAM10000
ImageNet-50 (5 tasks)
CondConvContinual
Long Sequence Benchmark
Retweet MTPP
S-CIFAR100
ScanNet
Seq-TinyImageNet
Split miniImageNet
SplitCIFAR100
Standard CL Benchmark
VizWiz
VQAv2
20-Split MiniImageNet
5-dataset
AgeGroup Transactions MTPP
AGNews
Art
AVE
Banking
BoolQ
CIFAR
CIFAR10-Split2
CIFAR100-Split10
CIFAR100-Split5
CLINC
CliPart
Coauthor-CS
Coreference
CUB-200-2011 Birds
CUB-200-2011, 30 samples per class
GLICO
DermaMNIST
E2E NLG Challenge
Entailment
FGVC Aircraft
FiRA
Food-101
HWU
ImageNet-1K
KMNIST
Linguistic Acc
Long Sequence
MCA
MS-COCO 2014
Office-Home
Ogbn-arxiv
OxfordPets
Paraphrase
Photo
Pneumonia
PRM800K
Product
QA
Question CLS
Real World
Rotated-MNIST
Split CIFAR-100 Inc10
Split Imagene-R Inc20
Split ImageNet-100
Split-CIFAR-100
SplitCIFAR10
SplitTinyImageNet
Structure to Text
SuperNI Benchmark
Text Formatting
tinyImageNet-Split10
UCIT
VLCS
VQA v2
WikiCatSum
Word Dis
8-task benchmark
8/14/20 visual tasks
ActivityNet
AIME24
AIME25
Aircraft-LT
Amazon Review
Amazon MTPP
Amazon-Photo
AMC
Bank
Beers
Caltech-101
CIFAR-10/DIR100(0.2)
CIFAR-100, 1000 Labels
ChimeraMix+AutoAugment
CIFAR-100/DIR100(0.2)
CIFAR100-10
Cityscapes test
SwinMTL
CMNIST
COMMONSENSE170K
Copying task
Covertype
Dogs-LT
DTD-LT
egtea
CDB-loss (3D- ResNeXt101)
EuroSAT 50 samples per class
Eyecandies
Flower102
Food101-LT
GQA
HAR
Higgs
HMDB51
Hurricane
iDigits
ImageNetA
ImageNetR
IN-R
iNaturalist-Users-120K
INet-100
Large Number of Tasks
Math-benchmark
Math500
Minerva
ModelNet
MultiSpanQA
Office Home
Office-Caltech-10
Olympiad
OpenR1-Math
Pets-LT
QA Preference Feedback
Red MiniImageNet 20% label noise
Red MiniImageNet 40% label noise
Red MiniImageNet 80% label noise
Reddit
Roman-empire
S-CIFAR10
Sogou
Split CIFAR100
Split Tiny ImageNet
Split-TinyImagenet200
Task 2
TerraIncognita
TextVQA
Tiny-ImageNet/DIR200(0.2)
TinyImageNet-10
UCF-101
UCI Credit
UCM
Wikitext2
Wildfire
10S-DomainNet
10S-ImageNet-R
15-Task (Large)
3-Task (TC)
4-Task (Standard)
Actor
Adult Income
AGNews→De-En→Yelp→SQuAD
Aromaticity-CL
ArXivQA
C10
C100
CB
CD
CIFAR Inc10
CIFAR-10-5
CIFAR-10-LT
CIFAR-100-20
CIFAR-100-Path(10)
CL benchmarks
CLEVR-Math
CLOVE-function
CMDGen-AMD
CMDGen-NVIDIA
Continual four tasks
Continual ImageNet
Cs
CVIT
elephant
DSMIL
EMNISTD
EMNISTL
ENZYMES-CL
F-MNIST
FLamby-Heart
Flickr30k
Flowers-102
GTSRB
GTSRB-43
HellaSwag
IconQA
ImageNet-LT-subset
ImageNet-Subset100
ImgR Inc20
IN1K-FSCIL
ISIC2018
KC-Cell
Kinetics-400
Manifold40
MeetingBank
MICVIT
Motif
MRI
MTIL Order 1
Musk v1
Musk v2
NExT-QA
NTU RGB+D
Office-10
Office31
OGB-Arxiv
OxfordFlowers
PASCAL VOC
Perm MNIST
PermutedMNIST-Hard
Pets
PIQA
Places365
Py150
QMNIST
R-VQA2.0-DDD
R-VQA2.0-TDD
Red MiniImageNet 60% label noise
REDDIT-MULTI-12K-CL
RotatedMNIST
S-CIFAR-100
S-ImageNet-R
SHREC11
SHREC11 (Mesh)
SIQA
Skin Cancer
Sogou News
Something-Something-V2
Split MNIST
Split-CUB-200
Split-CUB200
Split-ImageNet-S
Split-TinyImageNet
SplitMNIST-Hard
SplitNotMNIST-Hard
StackOverflow MTPP
Standard CL
TIN
TINY
Tiny ImageNet-200
TinyImageN-2
TinyImageNet-Subset
TinyImg Inc20
UCF
UCI Adult
unknown
VDD
VQA v3
VQA2.0-DDD
VQA2.0-TDD
VQACL-VQAv2
Vulnerability Java Dataset
WizardCoder
WIC
WSC
Yelp
1-ADM
10-split-CIFAR100
2-GLIDE
20 Newsgroups
20-split-CIFAR100
20News
20NewsGroup
20NG
25-Split TinyImageNet
3-SAGAN
4-ProGAN
5 datasets
5-BigGAN
5-dataset - 1 epoch
6-Wukong
7-SD1.5
8-VQDM
9-Midjourney-V5
ABCD
Academic
ACM
Adapt
AGNEWS-100
ALFRED
Amazon
Amazon-Computer
Amz-Photo
AquaMuSe
ArtBench
ASD
AVQA
AVVP
B-Camelyon
B-CelebA1
B-CelebA2
BalancedSVHN(5/2)
Bank marketing
BDD100k
Bias-MNIST
big-bench
bioRxiv
BSNIP
C1M
Caltech 101
Caltech-256
Caltech-UCSD Birds 200 (partial ratio 0.05)
Camelyon17
CDF2
Celeb-DF v2
CFMNIST
CG-MNIST
CH-SIMS
Chameleon
chaoyang
HSANR
Chest-X-Ray-4
ChestX
CIFAR B0I10
CIFAR-10 (partial ratio 0.1)
CIFAR-10 (partial ratio 0.3)
CIFAR-10 (partial ratio 0.5)
CIFAR-10(5/2)
CIFAR-100 Split
CIFAR-100 Superclass
CIFAR-100 AlexNet - 300 Epoch
CIFAR-100 (partial ratio 0.01)
CIFAR-100 (partial ratio 0.05)
CIFAR-100 (partial ratio 0.1)
CIFAR-100 ResNet-18 - 300 Epochs
IBM
CIFAR-100(10/10)
cifar-10n
CIFAR10-C
CIFAR10-LT
CIFAR100-B0
CIFAR100-B50
CIFAR100-C
Cite-seer1.8%
cityscapes
CL-CrossVQA
Classified-ImageNet
Clothing-1M
CloudEval-YAML
GPT-4-turbo
CM-16 and PAIP
CMU-MOSI
CO3D
COAST
Coauthor-Physics
COCO-CIL
COCO-QA
Common NICO++
Congress
Cora2.6%
CoraFull
Corrupted Split-CIFAR-10
Corrupted Split-CIFAR-100
Corrupted Split-TinyImagenet200
corrupted-PASCAL3D+
Covid-chestxray
CRC-Tis.
CRC-Tissue
CREMA-D
CropDis.
CUB-200-2011 (20 tasks) - 1 epoch
CUB-200-2011, 5 samples per class
GLICO
CV
Cyst-X
DBLP
DeepFake Detection
DFD
DFDC-P
DFDC-Preview
Diabetes
Digit-5
Digit10
DigitFive
Digits-Five
Dog
Domain-IL
DSA
Dutch census
Elliptic
EMNIST-digits
EMNIST-letters
EMNIST-LTP
EMNIST-shuffle
Facebook-100
FACED
FaceForensics++
FairFace
Fasion-MNIST
FF++
Fine-Grained
Flickr
Flickr-30K
Food 101
Freeway
FSC-89
Fundus
Galaxy
GCIL-CIFAR-100
Google command speech dataset
Google Speech
GQA v2
Grounding
HAPT
HDMB51
HellaS.
HIV
HumanEval
IEMOCAP
ImageFood
ImageFruit
ImageMeow
ImageMisc
ImageNet-10
ImageNet-20
ImageNet-C
ImageNet-Mix
ImageNet-S
ImageNet1K
ImageNette
ImageWoof
IN-A
IN-R B0I20
iNF200
ISIC
ISRUC
KDD Census-Income
Kuzushiji-MNIST
Kuzushiji49
LANDMARKS-USER-160K
Law School
LBAPcore
LBS-100
LIBERO-50
LIBERO-GOAL
LIBERO-OBJECT
Lifelong Alignment Benchmark
Long Sequence (LS)
Longer benchmarks
Lot-insts
Character-BERT+RS
Lyme
M-VAD Names
MCIL
MDD
MDI
memetracker
Meta-World
mimic-ii
mini-Imagenet (20 tasks) - 1 epoch
TAG-RMSProp
MiniImageNet ResNet-18 - 300 Epochs
miniImageNet(20/5)
MLLM-CL Ability
MLLM-CL Domain
MLLM-CTBENCH
MLT17
MM-IMDb-CMML
MMFi
MMLU
MNIST-SVHN-F
MNIST(5/2)
MNLI-m
ModelNet → ScanObjectNN
ModelNet→ScanObjectNN
MPII Movie Description
NCH
Non-IID (Across 8 Datasets)
Nsynth-100
OB
Obgn-Arxiv
ObjectNet3D
Occluded-PASCAL3D+
OCR-VQA
OCRVQA
OCT
OctMNIST
Office Caltech
Office-31
Office-Caltech10
OfficeCaltech10
OGB-Products
Ogbn-arxiv0.25%
ogbn-mag
ogbn-products
OL-CIFAR100
Omni
Omniglot
Online CLEAR
OOD-CV
OpenReview
OrganC
OrganMNIST
OrganS
Out-of-Scope
Oxford Flowers
Oxford Pets
Pascal3D
Path
PathMNIST
PDFE
Permuted MNIST
Physionet-MI
PhysiQ
Pick Banana
Pick Cube
PMRAM
Prostate
PTBXL
QA Preference
QA-Feedback
R-COCO-CIL
REALTIME QA
REC
REC-COCO
RESISC
retweet
Reuters En-Fr
scene-15
Sent140
Seq-Cifar-10
Seq-Cifar-100
Seq-Tiny-ImageNet
ShapeNet → CO3D
ShapeNet → ScanObjectNN
ShapeNet→CO3D
ShapeNet→ScanObjectNN
SHREC-2017
Skin Pathology Diagnosis
Sleep-EDF
SM
SM-BIO
SM-BIO-SY
SMS Spam Collection Data Set
DCF
SN
SNLI
Something-Something V2
SpaceInvaders
SpeechCommands
Split CUB200
Split ImageNet-S
Split Stanford Cars
Split-CIFAR-10
split-MNIST
SST
Stack Cube
stackoverflow
HP-CDE
Standard CL (SC)
Stanford-Cars
STL10
SUN
SVHN-LT
TaoBao
TCGA benchmark
TCGA-BRCA, TCGA-RCC, TCGA-NSCLC, TCGA-ESCA, TCGA-TGCT, TCGA-CESC
TDIUC
TImgNet
TINY-IAMGENET
Tiny-IN
TinyImageNet ResNet-18 - 300 Epochs
TinyStories
trec-6
github.com/guotong1988/Automatic-Label-Error-Correction
Tuberculosis
Twitch-explicit
Twitter
UC Merced Land-Use
UCI-HAR
UPMC Food-101
UPMC-Food101-CMML
VisA
Waterbirds
WiAR
WikiCS
WinoG.
WinoGrande
WISDM
XRF
Yahoo
Yahoo Answers