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Learning Paradigms
Advanced training paradigms including continual learning (avoiding catastrophic forgetting) and federated learning (privacy-preserving distributed training).
Leaderboard
100 models 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