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
InstanceGM
CIFAR-10
Tiny-ImageNet
ImageNet-R
CIFAR10
CUB-200
Split CIFAR-100
ImageNet-LT
VL-LTR (ViT-B-16)
MNIST
Siamese Neural Network
Fashion-MNIST
Domain-Net
Split-Imagenet-R
ImageNet-100
ImageNet-A
iNaturalist 2018
LIFT (ViT-L/14@336px)
CIFAR-100 LT
SVHN
SST-2
Cars-196
Places-LT
TRACE
F-mnist
CUB
MNLI
RTE
MRPC
Office-Home
FEMNIST
DTD
PACS
Split CIFAR-10
mini-Imagenet
Split PlantDisease
CALTECH-101
Celeb-A
Food-101
CORe50
QQP
Stanford-Cars
Animal
Jigsaw-ViT
QNLI
Cars
EMNIST
ImageNet-Subset
CAMELYON-16
Snuffy (DINO Exhaustive)
CINIC-10
iNaturalist (100 cls)
ObjectNet
PAS-CAL VOC 2012
SSUL-M
VTAB
5-Datasets
Euro SAT
SuperNI
AG-News
GLUE
Office-Caltech
SUN-397
Aircraft
Flowers-102
ScienceQA
Split CUB-200
Split-miniImageNet
UCF-101
adult
ARC-c
ARC-e
C-STANCE
FOMC
ImageNet-Subset-LT
OBQA
OmniBenchmark
Pubmed
RE-SISC45
Seq-Cifar-10
Shakespeare
CDDB-Hard
Cityscapes heterogeneous
Cora
Digits
FGV-CAircraft
MTIL
Seq-Cifar-100
Split-TinyImageNet
VQA-v2
ADE20k
Clothing-1M
Knockoffs-SPR
Coin
CQA
ENEM
ImageNet
Long Sequence Benchmark (LS)
ModelNet-40
NI-Seq-C1
NI-Seq-G1
NI-Seq-M1
NumGLUE-cm
NumGLUE-ds
Oxford Pet
Standard CL Benchmark (SC)
TCGA
DSMIL-LC
CIFAR10 (10,000)
TypiClust
CoLA
COMPAS
F-CelebA (10 tasks)
CAT (CNN backbone)
Flowers
GSM-8K
NICO++
Office-Home-LDS
S-CIFAR-100
ShapeNet
10-Split CIFAR-100
20-Split CIFAR-100
Camelyon-TCGA
CDDB
CUBS (Fine-grained 6 Tasks)
CondConvContinual
DB-Pedia
FewRel
Flowers (Fine-grained 6 Tasks)
CondConvContinual
Food
ImageNet (Fine-grained 6 Tasks)
CondConvContinual
ImageNet-GLT
RIDE + IFL
MATH
Rotated-MNIST
S-TinyImageNet
Seq-Tiny-ImageNet
Sketch (Fine-grained 6 Tasks)
SLAKE
Stanford Cars (Fine-grained 6 Tasks)
CPG
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)
ciFAIR-10 50 samples per class
ChimeraMix+AutoAugment
Citeseer
HAM10000
ImageNet-1K
ImageNet-50 (5 tasks)
CondConvContinual
Long Sequence Benchmark
Office-Caltech-10
Oxford-pets
Retweet MTPP
ScanNet
Standard CL Benchmark
Vizwiz
(QA)
20-Split MiniImageNet
5-dataset
AgeGroup Transactions MTPP
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
FiRA
HWU
KMNIST
Linguistic Acc
Long Sequence
MCA
MS COCO-2014
Ogbn-Arxiv
Paraphrase
Photo
Pneumonia
PRM800K
Product
Question CLS
Real-World
Split CIFAR-100 Inc10
Split Imagene-R Inc20
Split ImageNet-100
Structure to Text
SuperNI Benchmark
Text Formatting
tinyImageNet-Split10
UCIT
VLCS
WikiCatSum
Word Dis
8-task benchmark
8/14/20 visual tasks
ActivityNet
AIME-24
AIME-25
Aircraft-LT
Amazon Review
Amazon MTPP
Amazon-Photo
AMC
bank
Beers
C-MNIST
CIFAR-10-LT
CIFAR-10/DIR100(0.2)
CIFAR-100, 1000 Labels
ChimeraMix+AutoAugment
CIFAR-100/DIR100(0.2)
CIFAR100-10
Cityscapes test
SwinMTL
Commonsense-170K
copying task
Cover Type
Dogs-LT
DTD-LT
EGTEA
CDB-loss (3D- ResNeXt101)
EuroSAT 50 samples per class
Eyecandies
Flickr-30K
Flower-102
Food-101-LT
GQA
HAR
Higgs
HMDB-51
Hurricane
iDigits
IN-R
iNaturalist-Users-120K
INet-100
Large Number of Tasks
MATH-500
Math-benchmark
Minerva
ModelNet
MultiSpanQA
Office-31
Olympiad
OpenR1-Math
Oxford Flowers
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
Something-Something (V2)
Split-ImageNet-S
Split M-NIST
Split-TinyImagenet200
Task 2
Terra Incognita
TextVQA
Tiny-ImageNet/DIR200(0.2)
TinyImageNet-10
UCI Credit
UCM
WikiText-2
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
C-100
C.B.
C→D
C10
CIFAR Inc10
CIFAR-10-5
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
FLamby-Heart
GTSRB
GTSRB-43
Hella-Swag
IconQA
ImageNet-LT-subset
ImageNet-Subset100
ImgR Inc20
IN1K-FSCIL
ISIC-2018
KC-Cell
Kinetics-400
Manifold40
MeetingBank
MICVIT
ModelNet → ScanObjectNN
Motif
MRI
MTIL Order 1
Musk v1
Musk v2
NExT-QA
NTU RGB+D
OCR-VQA
Office-10
OGB-Arxiv
PASCAL-VOC
Perm MNIST
PermutedMNIST-Hard
Pets
PIQA
Places-365
Py150
QMNIST
R-VQA2.0-DDD
R-VQA2.0-TDD
Red MiniImageNet 60% label noise
REDDIT-MULTI-12K-CL
S-ImageNet-R
ShapeNet → CO3D
ShapeNet → ScanObjectNN
SHREC-11
SHREC11 (Mesh)
SIQA
Skin Cancer
Sogou News
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
2-GLIDE
20 NewsGroup
20-Newsgroups
20News
20NG
25-Split TinyImageNet
3-SAGAN
4-ProGAN
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
BDD-100K
Bias-MNIST
BIG-bench
bioRxiv
BSNIP
C1M
Caltech-256
Caltech-UCSD Birds 200 (partial ratio 0.05)
CAMELYON-17
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-10(C)
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-100(C)
CIFAR-10N
CIFAR100 (B-0)
CIFAR100-B50
Cite-seer1.8%
CityScapes
CL-CrossVQA
Classified-ImageNet
CloudEval-YAML
GPT-4-turbo
CM-16 and PAIP
CMU-MOSI
CO3D
COAST
Coauthor-Physics
COCO-CIL
COCO-QA
Common NICO++
Congress
Cora-full
Cora2.6%
Corrupted Split-CIFAR-10
Corrupted Split-CIFAR-100
Corrupted Split-TinyImagenet200
corrupted-PASCAL3D+
COVID chest X-ray
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-10
Digit-5
DIGIT-FIVE
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
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
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-Fi
MM-IMDb-CMML
MMLU
MNIST-SVHN-F
MNIST(5/2)
MNLI-m
MPII Movie Description
NCH
Non-IID (Across 8 Datasets)
Nsynth-100
OB
Obgn-Arxiv
ObjectNet3D
Occluded-PASCAL3D+
OCT
OCTMNIST
OGB-Products
Ogbn-arxiv0.25%
Ogbn-Mag
Ogbn-products
OL-CIFAR100
Omni
Omniglot
Online CLEAR
OOD-CV
OpenReview
OrganC
OrganMNIST
OrganS
Out-of-Scope
Pascal3D
Path
PathMNIST
PDFE
Permuted MNIST
Physionet-MI
PhysiQ
Pick Banana
Pick Cube
PMRAM
Prostate
PTB-XL
QA Preference
QA-Feedback
R-COCO-CIL
REALTIME QA
REC
REC-COCO
Resisc
Retweet
Reuters En-Fr
Scene-15
Sent140
SHREC-2017
Skin Pathology Diagnosis
Sleep-EDF
SM
SM-BIO
SM-BIO-SY
SMS Spam Collection Data Set
DCF
SN
SNLI
Space Invaders
Speech Commands
Split Stanford Cars
SS T
Stack Cube
Stack-Overflow
HP-CDE
Standard CL (SC)
STL-10
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
Wiki-CS
Wino Grande
WinoG
WISDM
XRF
Yahoo
Yahoo! Answers