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Lernparadigmen
Fortgeschrittene Trainingsparadigmen einschließlich kontinuierlichen Lernens (Vermeidung katastrophalen Vergessens) und Federated Learning (datenschutzfreundliches verteiltes Training).
Leaderboard
Insgesamt 100 Modelle
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