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التعلم شبه الخاضع للإشراف (SSL)
تعلم تمثيلات مفيدة من البيانات غير الموسومة عبر مهام مسبقة، مما يتيح أداءً قوياً عند ضبط النموذج بدقة للمهام اللاحقة.
لوحة الصدارة
100 نماذج بالمجموع
مقاييس الأداء
ImageNet-1K
CIFAR-10
CIFAR-100
ImageNet
STL-10
ImageNet-100
CIFAR100
CIFAR10
DTD
PIQA
Food101
MNIST
Imagenet-dog-15
MAE-CT (best)
MMLU
imagenet-10
DCCM
ARC-E
Caltech101
HellaSwag
OBQA
Flowers
MNIST-full
SPC
usps
SPC
ARC-C
Tiny-ImageNet
Tiny-ImageNet
PRO-DSC
UCF101
fashion-mnist
N2D (UMAP)
GUE
Kinetics-400
SIQA
BoolQ
Food-101
Pets
Stanford Cars
SUN397
Tiny ImageNet
AID
Aircraft
MNIST-test
DynAE
Places365
WinoG
Cars
coil-100
JULE-RC
IN-1K
iNaturalist2018
Cervical Cytologic WSI dataset
CUB-200
Extended Yale-B
DMSC
Flowers102
Something-Something V2
SSV2
CSQA
FGVC-Aircraft
Food
HMDB51
ImageNet-A
ImageNet-R
Adult
ALOI
ARC
CommonSenseQA
Cora
HAR
Helena
Higgs
ImageNet-v2
ImageNet100
iNat18
Jannis
OpenBookQA
Biome
coil-20
JULE-RC
Country
CREMA-D
EcoRegions
FNAC 2019
HellaS
NIH-NLM-Thin Blood Smears Pf
RESISC-45
SciQ
3DIEBench
ARO
COCO
CUB
Diving48
DomainNet
dsec
ESC-50
FSD50k
ImageNet-1%
ImageNet-50
IMDB
Indoor-Outdoor
LibriCount
LVIS-IN
MedAbs
ModelNet40
NSynth Pitch 5h
NUS-WIDE
OxfordIIIPets
OxfordIIITPet
ScanObjectNN
Something-Something v.2
StandfordCars
stanford-cars
FineGAN
STL10
Sugar-Crepe
TrackVerse
TREC
UCF-101
UrbanSound8K
VALSE
VIVAE
VL-Checklist
VOC07-Animal
Vocal Imitation
What's-up
Yelp
YouTube
ADE20K
BDGP
Caltech-101
CMU-PIE
cub-birds
FineGAN
CUB200
DHA
ECG
EMG
Epilepsy
EuroSAT
FC100
FDB
Gesture
GQA
GTSRB
HMDB-51
ImageNet-1M
imagenet-200
TEMI CLIP ViT-L (openai)
ImageNet-Sketch
Kinetics-700
MIT67
Nature Multi-View (NMV)
NWPU-RESISC45
ObjectNet
Oxford Flowers
Plant Disease
POPE
PPG
Prokaryotic
PubMed
ScienceQA
SleepEDF
stanford-dogs
FineGAN
UC Merced
UMist
J-DSSC (Scattered)
WikiCS
Winogrande
YouTube Faces DB
JULE-RC
YoutubeVideo
CB
Census
CIFAR-5m
coil-40
A-DSSC (Scattered)
COPA
CPSC2018
CUB2011
Dogs
frgc
DEPICT
ImageNet Real
ImageNet-9
ImageNet-Real
ImageNet-S
iNaturalist 2018
iNaturalist 2019
K700-2020
LLaVA-Bench (In-the-Wild)
M-Vet
MMBench
MMBench-Chinese
Mushroom
NTU RGB+D 60
NTU120
NTU60
ogbn-arxiv
ReCoRD
RESISC45
RTE
ScienceQA-IMG
SEED-Bench
Split CIFAR-5m
SST-2
SVHN
TextVQA
TinyImageNet
UR-FUNNY
VisWiZ
VQAv2
VTAB-6
WIC
WSC
Allen Brain Observatory Visual Coding dataset
Alpaca-GPT4
Amazon-Photo
BBH
Birdsnap
CiteSeer
CO3D
Coauthor-Physics
COLLAB
Country211
COVIDx
CRASS
CSN
CUB-200-2011
DD
Dolly-15k
DROP
EMG-EPN
EMNIST-Balanced
AE+SNNL
FER2013
Flowers-102
GL_3
HotpotQA
IkeaFA
IMDB-B
iNat 21
ISIC2017
JUMP-Ret
Kinetics400
KITTI
KITTI-Masks
InfoNCE (Laplace, Box)
LetterA-J
DDC-DA
MDQA
MiniSSV2
MUTAG
NCI1
Ninapro DB4
NQ
NTU RGB+D 120
O_3
OxfordPets
PascalVOC 2012
PCAM
pendigits
N2D (UMAP)
Places30
Products
PROTEINS
PTBXL-Form
PTBXL-Rhythm
PTBXL-Sub
PTBXL-Super
RACE-h
RDT-B
RDT-M5K
RT4K
RULER
SO_3
SQuAD
synthetic
Toro-Ossaba
Trifeature
TriviaQA
UAV-H
ULB-MLG
Vision&Touch
1Mpx
2AFC body positions dataset
3DIdent
3DIEBench-T
Aishell-1
AMAZON
ARL Polarimetric Thermal Face Dataset
Arxiv
AutoLaparo
Background Decomp.
BBCSPORT
BEN-S2 (TR=10%/100%)
Bosphorus
Breakfast
BU-3DFE
BU3DFE
Cal101
cars196
CBMC
CelebA
Chapman
Cholec80
cifar-20
CIFAR-MNIST
Circle Data
CLASSIC
CLEVR
CLEVR Counts
Computers
CT-RATE
DDSM
DToro-Ossaba [35]
EMG-EPN [3]
ERP
EYES
Flickr
FMoW
fMoW-S2 (TR=100%)
Foveated CIFAR-10
GB-es
GB-s2s
Glaucoma
GLD
GPQA-med
GSM8K
GTEA
hateful-memes
HHAR
HM
ImageNet 100K
ImageNet-C
ImageNet100K
Imagewoof
infinite dSprites
ISIC
K700
LongBench-v2
M2CAI16
MATEBIT
MedMCQA
MedQA
MedVL-CT69K
MedX-M
MEMORY
MIMIC
MIT States
MMLU-Pro-med
MMMU
MOD
MOSI
MOTOR
MPI3D
MSRVTT
MSVD
MUSTARD
MVImgNet-F
MVImgNet-S
MVImgNet-T
Natural Sprites
SlowVAE
NGs
Ninapro DB4 [30]
NMV
noisy-mnist
COMPLETER
NTU-120
NTU-60
Oxford 102 Flower
Oxford Pets
Oxford-IIIT Pets
PAMAP2
PathVQA
Permuted CIFAR-10
Pets-37
Photo
PKU-MMD II
PMC
PubMedQA
RAD-ChestCT
rendered-sst2
TURTLE (CLIP + DINOv2)
scGEM
ShapeNet55
Shapes3D
SLAKE
SLEEP
Sleep-EDF
SNAREseq
So2Sat20k
Sports10
SST
Toyota Smarthome
TWITTER
UCI measles
UCM
UCMerced
ULB-MLG [32]
USC
VOC
VOC2007
VQA-Rad
WebKB
WHU-RS19
XNLI
Zeisel