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Übertragung und Verallgemeinerung
Wissenstransfer über Domänen und Aufgaben hinweg sowie Bewertung von Modellen unter Few-Shot-, Zero-Shot- und Domain-Adaptations-Szenarien.
Leaderboard
Insgesamt 100 Modelle
Benchmarks
PACS
EuroSAT
Office-Home
ImageNet
DomainNet
CUB
DTD
OfficeHome
ImageNet-C
VLCS
Flowers102
CIFAR-100
SUN397
ImageNet-R
Caltech101
ImageNet-V2
UCF101
BoolQ
Food101
ImageNet-A
SVHN
VTAB-1K
GSM8K
Aircraft
ChestX
PIQA
ISIC
Winogrande
HellaSwag
CropDisease
ImageNet-Sketch
MiniImageNet
Office-31
TerraIncognita
OxfordPets
ARC-e
SYNTHIA-to-Cityscapes
HALO
Cars
StanfordCars
Stanford Cars
VisDA2017
ImageNet-1k
ImageNet-S
Pets
HAC
EPIC-Kitchens
Omniglot
CIFAR-10
DomainNet-126
Places
Cifar100
SST-2
CIFAR-FS
Cora
VisDA
AWA2
RTE
Citeseer
PubMed
Describable Textures
Duke to Market
GTA5 to Cityscapes
HALO
Resisc45
Daimler pedestrian classification
FGVC-Aircraft
German traffic signs
Market to Duke
CCTSE
MRPC
Plantae
UCF101 Dynamic Images
XNLI
AmazonReviews
CIFAR-100-C
DMLab
MMLU
Stanford Dogs
TieredImageNet
ARC-c
CIFAR-10-C
OpenbookQA
FGVCAircraft
GQA
GTA-to-Avg(Cityscapes,BDD,Mapillary)
tqdm (EVA02-CLIP-L)
ImageCLEF-DA
ImageNet-ES
ImageNet-ES Diverse
Retinopathy
CUB-200-2011
Flickr
GTAV-to-Cityscapes Labels
DAFormer
OBQA
QNLI
TextVQA
XCOPA
SUN
VisDA-C
BELEBELE
Flowers
TerraInc
Camelyon
cityscapes-to-acdc
CMA
Clevr-Count
FC100
ImageNet-100
SIQA
sNORB-Azim
Clevr-Dist
dSpr-Loc
dSpr-Ori
ENZYMES
ImageNetV2
XQuAD
KITTI-Dist
MMMLU
MNLI
ScanObjectNN-C
VisDA-2017
Flower102
HMDB51
ImageNet-V+
Market to MSMT
MedConceptsQA
Meta-Dataset
MNIST-to-USPS
DFA-MCD
PointDA-10
SVHN-to-MNIST
Mean teacher
USPS-to-MNIST
XStoryCloze
Amazon
C-GQA
CAMELYON17
Duke to MSMT
MIT-States
POPE
QQP
VizWiz
CIFAR100-C
ModelNet40-C
ShapeNet-C
Stanford-Cars
UT-Zappos
CIFAR10
DigitsDG
Food-101
GTSRB
MNIST
Oxford Pets
WiC
11 datasets
20 datasets
Amazon Reviews
AWA1
Cub-Paintings
FGVC Aircraft
NABirds
NCI1
nus-wide
BiAM
ogbn-arxiv
TREC
Waterbirds
WNLI
CelebA
COPA
CropDiseases
DD
GraspNetPC-10
IconQA
ImageNet-Rendition
IMDB-BINARY
Kinetics
LogiQA
MUTAG
ObjectNet
Oxford Flowers
PAWS
PROTEINS
SSv2
SSv2-Small
SVNH-to-MNIST
SRDA (RAN)
Allen Brain Observatory
Caltech-101
ChartQA
Digits
Digits-Five
GLUE
GOAT-Bench
GTA5-to-Cityscapes
VLTSeg (EVA02-CLIP-L)
IMDB-MULTI
Kinetics50-C
Mini-ImageNet
MiniDomainNet
MKQA
MM-Vet
MSRC_21
Mutagenicity
NCI109
OCRVQA
ogbg-molbace
ogbg-molbbbp
ogbg-molhiv
Open Images V4
MKT(IN-1K)
sNORB-Ele
sNORB-Elev
SQA-IMG
SST2
UCF-HMDB_full
VGGSound-C
VQAv2
AfriMGSM
AfriMMLU
AfriXNLI
CIFAR10-C
CoLA
DOLOS
FER2013
ImageNet-OOD
ImageNet-View
iNaturalist
MATH
MIRO
MMStar
OOD-CV
OOD-CV-Pose
RLT
six base-to-new datasets
SNLI
SSv2-Full
ARC-Easy
Cityscapes-to-FoggyZurich
BWG
CO
DomainNet (subset)
Fungi
GTAV+Synscapes to Cityscapes
DDB
HatefulMemes
HMDB-UCF
ImageNet-DG
ImageNet-LT
IN-shift
IN-Val
Injongo
Let-it-Wag!
MGSM
MME-RealWorld
Model-J
MSCOCO
MSRC_21C
Natural genre corpus
Obj
Office
OK-VQA
Resist45
Scene
SciQ
SIB-200
Sports-DA
SYNSIG-to-GTSRB
DFA-MCD
Terra Incognita
Tiered-ImageNet
Twitter
UCF-HMDB
VL-ICL
ANLI
CB
Chameleon
CIFAR-100C
Cityscapes-to-FoggyDriving
BWG
CMB-Exam
CMNIST
Cornell
EMNIST
FB15K237
GTA5+Synscapes to Cityscapes
MRNet
HAM10000
HANS
HMDBfull-to-UCF
IFEval
ImageCLEF
ImageNet-W
ISIC2018
Jester (Gesture Recognition)
TranSVAE
MathVista
MMCU-Med
MMLU-Pro
MNIST-to-MNIST-M
DRANet
NAN
NICO Animal
NICO Vehicle
NAS-OoD
Office-Caltech
PISP
RefCOCO
RefCOCO+
SciQA
ST
TI
UCF --> HMDB (full)
UNITE
UCF-to-HMDBfull
WikiCS
[k7DC]
AI2D
ARC-Challenge
arisetv
Birds
CIFAR
CIFAR-10C
Cifar10 50shot
Cifar10 5shot
Cifar10 Imbalanced
Cityscapes-to-OxfordCar
Uncertainty + Adaboost
CLIP benchmark
COCO-Search18
CUTE
Dogs
Edu-Feedback
FewRel 1.0
FHM
Flowers-102
FMNIST
Generated text detection dataset
Global MMLU
GTAV to Cityscapes+Mapillary
Rein
Hard-ImageNet
HarM
HMDB --> UCF (full)
TA3N
IC13
IC15
IIIT
ImageNet100
IN-R
Kinetics-100
KITTI
Landcover
llava-coco
llava-wild
MAMI
MathVerse
MedQA
meta-iNat
Mini-DomainNet
mpqa
Office Home
OKVQA
OVEN
Oxford-Pets
Patch Camelyon
PAWS-X
PCAM
Pet
QASC
QuaRTz
Quick Draw
SEED-Bench
Simulation data
SST-5
Stanford-Dogs
Sth-com
Story Cloze
SVT
SVTP
Synth Digits-to-SVHN
DSN (DANN)
Synth Signs-to-GTSRB
Mean teacher
tallyQA
text-ocr
text-pure
Textures
Traffic Sign
TravelingBirds
TruthfulQA
tweet
UCF-101
VGG Flower
VGG-Flower
virtual KITTI to KITTI (MDE)
CoReg
vqa-v2
vsr
WikiQA
Wisconsin
Yelp
AffectNet
AMLC Cell
Animals
APTOS Eye
ARC C
ARC E
ArT
AVE
Birds-31
Caltech256
CaseHOLD
CBIS Breast
CC-CCII Chest
CheXpert Chest
CIFAR-10.1
CIFAR-100-coarse
CLEVR Counts
CLEVR Distance
COCO
CoDaN
CogBeacon
Cora-full
Cora-Link
Cora-Node
COVID-C Chest
COVIDx Lung
COX2
Digits-DG
Dollar Street
DomainNet40
Epic Kitchens
Epic Sounds
EPIC-Kitchens 55
Epic-Sounds
Experience-Transfer task
ExplaGraphs
EyePACS Eye
F-MNIST
GeoDE
GeoLoc:Dollar Street
GeoLoc:GeoDE-Country
GeoLoc:GeoDE-Region
GLDv2
GPQA
HateSp18
Heide Eye
HMDBsmall-to-UCF
Hyper Polyp
ImageNet-O
IMDB
ISIC Skin
K400
Kvasir Polyp
LCBC Cell
LogiQA 2
LVLM-eHub
MESAD Prosta
MLLB Cell
ModelNet
ModelNet-C
Mosmed Chest
MR
NTU RGB+D 120
NTU-RGB+D-120
NTU-RGB+D-60
Objaverse-LVIS
Olympic-to-HMDBsmall
Omni3D
OOD average
OpenBook QA
OpenOrca
Place365
Places365
PPMI Brain
Products
PubMedQA
ReCTS
RICORD Chest
RSNA Lung
RSNAB Bone
ScanObjectNN
ScienceQA
ShapeNet
simulated scenarios
Social IQA
Squirrel
STL10
SYMH Shoulder
Synscapes-to-Cityscapes
TriviaQA
TÜLU-V2-mix
Tumor Brain
Uber
UCF-to-HMDBsmall
UCF-to-Olympic
TemPooling + RevGrad
Union14M
Vindr Lung
VisDA-C RSUT
VQA
WebQs
WinoG
WinoGr
WSC273
ABIDE
ACM
ADNI
AGNews
AID
Aircrafts
ARC
BAH
BCICIV-2a
bdd100k
BDD100k to Cityscapes
BETA
Big-CodeBench
BioVid
BZR
Caltech
CCBTM
Chest
CheXpert5*200
CIFAR-100-C-LT
Classical
Clevr
Clevr/count
Clothing16K
COCO-2014
COCO-2015
COCO-2017
COCO-LT
Colored MNIST
ColoredMNIST
ComCars
CommonsenseQA
Computers
COVIDx
CPG-Pilot
CU_BIRDS
CUBS-200
Daily-DA
DBPedia
Derm7pt
Describable-Textures (DTD)
DIGIT-FIVE
disaster
DN
DomainNet-Sub
dSprites
dSprites/loc
dSprites/ori
EC-Assay
EC-Scaffold
EC-Size
EmoC
FGVC
FGVC-Aircraft
FLAN V2
FMoW
Food
FRANKENSTEIN
GOD
GSM-8K
Hateful Memes
How2QA
Human-Animal-Cartoon
HumanEval+
ILSVRC_2012
ImageNet A
ImageNet R
ImageNet Sketch
ImageNet V2
ImageNet200-C
ImageNetR
Imbalanced CIFAR10
Imbalanced CIFAR100
IN-A
IN-S
IN-Sketch
iNaturalist-2019
iWildCam
Jigsaw
Ki-Assay
Ki-Scaffold
Ki-Size
LAMBADA
LiveCodeBench
MATH500
MathVison
MBPP+
MIN
Mini-ImageNet - 1-Shot Learning
HCTransformers
Mini-ImageNet - 5-Shot Learning
Mini-Imagenet 5-way (1-shot)
EASY (transductive)
MLRSNet
MNLI, SST2, CoLA, QNLI, MRPC
MOSEI→SIMS
MOSI→MOSEI
MOSI→SIMS
MS-COCO
Multi-Dataset
MultiRC
N-ImageNet
N-Omniglot
NICO
NICO++
NICOpp
NIH ChestX-ray14
NTU RGB+D
Object
OCTDL
OCTID
ODIR200×3
OH
OMN
Open-i
Openscope
OPTIMAL31
OV-GQA
OV-OKVQA
OV-VQA_{v2}
Oxford-IIIT Pets
Pascal VOC 2012
PatternNet
Photo
Places-30
Pneumonia
PointDG-3to1
Portraits
Potpourri
Potpourri+
QUICKDRAW
RACE
ReCoRD
REFUGE
RMNIST
Rotated MNIST
Rotated Fashion-MNIST
MatchDG
RSC11
RSICB128
RSICB256
RSNA-Pneumonia
RxRx3
SceneGraphs
SEED-V
SHIFT
SIIM-Pneumothora
SIMS→MOSEI
SIMS→MOSI
SmallNORB/azi
SmallNORB/ele
sparse parity functions
SPMotif
SST5
STL-10
Subj
SUMotif
SUN-397
Synthetic data
Texas
Tiny-ImageNet
TRAFFIC_SIGN
TVQA
VGG_FLOWER
VisDA-17
Visual Domain Decathlon
Visual Spatial Reasoning
VTAB-Natural
WHURS19
WSC
14 biomedical datasets
AbstainQA
AC
ACL-ARC
DAS
Actor
AIME24
Airport
AMC-23
AN
Animals-2
Aquarium Fish
ARID
Arxiv
Arxiv-year
AwA2 → CUB
AZ
B→U
Ball Agent
Banana Deficiency
BanglaLekha Isolated Dataset
Chatterjee, Dutta et al.[1]
BBH
BBN Pronoun Coreference and Entity Type Corpus
BC2GM
BC4CHEMD
Bean Lesion
BEANS-Zero
BioNLP11EPI-IOB
Blog
Books-History
BREEDS
Brids-31
BZR MD
C-EgoExo
Caltran
CamelDeer*
Camelyon17-WILDS
Canon RAW Low Light
cbi
CC
CCC-benchmark
CGQA-States
Ch-3
CH-SIMS
Chameleon*
ChatGPT
CheXpert5x200
Chicken Fecus
CID
CIFAR 100
CIFAR-10-DVS
CIFAR-10(C)
CIFAR-100(C)
Circle
Citation
Citrus Fruits
Citrus Leaves
Cityscapes to Dark Zurich
CMA
CLEAR-10
CLEAR-100
CLEVR-D
Clevr/dist
Clevr/distance
CMU-MOSEI
CMU-MOSI
CN
CNC Milling Machine
COCO70
Co-Tuning
Color-Shift MNIST
Comic2k
CORES5
Countdown
Country211
Cover Type
Cow Breed
COX2 MD
CPG-12
cr
DART
CSE-CIC-IDS
CUB-200
CUB200
CUB2011
CUHK03 to Market
CUHK03 to MSMT
DBLP
DeepFish
DigestPath
DIGIT
Dionis
DomainNet-345
DS
DVS Gesture-C
DynaMath
E→H
Ele-Computers
Ele-Photo
Elliptic
EmoSet
Emotion6
En-3
esc50
ExDark
Expla-Graph
FabWave-31
Facebook
FakeSVIM
FakeTTIM
Fashion MNIST
FC-100
FERPlus
Fetal Planes
FewRel 2.0
FHIST
FI
Fine-Gym
Fish Freshness
Fish Species
FishDataset
FishNet
FLAN-T5
Flickr30k
FLO
Flowers 102
Foggy Cityscapes
Fpus23
Fruits Diseases
Gas Sensor
GeoNet
GLM
GOOD-Motif
GOOD-SST2
GOOD-Twitter
GTA-to-FoggyCityscapes
GTA5+Synscapes+Urbansyn to Cityscapes
H-CMNIST
HMDB-51
HMM→MHB
HMM→MHY
Horses Breed
HotpotQA
Houston
Huffpost
humbugdb
HyRank
I-II → III-IV
IEEE 802.11 OFDM
IEEE 802.11 OFDM signals from mobile phones
IH
III-IV → I-II
III-IV → V-VI
ImageNet-1k to MSCOCO
ImageNet-Adversarial
ImageNet_CN
ImageNet-K
ImageNet-V
ImageNetA
ImageNette
images/01067d781fa2c3cba70856fb779bdb230ed792b4d3e05d8b36487ed03934e02a.jpg
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images/8269c5ba2e3104fc8fb318cd7ab8c3cbc92167b04e2d2980e864bac48f15fdb4.jpg
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ImageWoof
IN-V2
Instagram
ivqa
FrozenBiLM
JNLPBA
Kather colon
Kinetics→Gameplay
Kinetics→NEC-Drone
Kinetics50-MC
KITTI Object Tracking Evaluation 2012
Physical Access
KITTI/distance
KMNIST
Knowledge Crosswords
LaMP-1
LaMP-2
Large COVID-19 CT scan slice dataset
LastFM
law domain
Letter-Med
LeukemiaAttri
ConfMix [23] L_100x_C2
LipitK
CSD (Ours)
LLaMA
Llama 2
Llama 3
LLaMa-13b
LLaMa-30b
LLaMa-65b
LogicVista
LoRa
LoRa5
lsmdc
Lu
Market to CUHK03
CORE-ReID
Math Vision
MathVision
MedNLI
CoT-T5-11B (1024 Shot)
Metaworld
MHB→HMM
MHB→MHY
MHY→HMM
MHY→MHB
mini
mini-CUB
MIT-D
MIT-G
MMA
MMMU-Pro
MN
MNIST → MNIST-M
MNIST → USPS
MNIST-M-to-MNIST
MOSI
Motif-basis
Motif-size
MRE dataset
msrvtt-qa
msvd-qa
MTD
multi-stage Metaworld
Multilingual Reuters Collection
Multilingual-Sentiment-Classification
multistage Metaworld
Mutangenicity
MVTec-FS
N-Caltech101
N-Cars
Natural Images
Natural Img.
NCBI-disease-IOB
NewsCLIPpings
Nikon RAW Low Light
NLGraph
NTU RGB+D 60
NTU-120
NTU-60
NTU120
NTU60
nuScenes-to-Pandaset
TTYD
nuScenes-to-SemanticKITTI
nuScenes-to-SemanticPOSS
nuScenes-to-Waymo Open Dataset
NVLR^2
Office31
ogbn-Home
ogbn-Tech
ONP
ontonotes
ZSL-KG
Opinion.S
ORACLE.1
ORACLE.2
ORACLE2
OSDD
OSMA
Oxford-Flowers102
OxfordPet
PanNuke
Pascal VOC to Clipart1K
ILLUME
Pavia
Penn94
Persian tasks
Pheme
Pitt
PKU-MMD
PKU-MMD I
PlantDoc
Pokec
PowerSupply
PTC
Question.A
RAF-DB
real-world classification dataset
Reddit
RefCOCOg
Remote Sensing
Rendered-SST2
Resisc
Retinal Fundus MultiDisease Image Dataset (RFMiD)
riadd.aucmedi
RoadBench
RSICD
S-Cars
S→U
S2RDA-49
S2RDA-MS-39
PGA
S2RDA49
Satimage
ScienceQA-IMG
Scientific.W
scierc
DAS
SE
Semeval
SFEW2.0
Sim10k
SIMS
Sine
SmallINORB
SmallNORB
snips
Something-Something v2
SpiderCrab*
SPMotif-binary
SPURIOUS-MOTIF
SQA
SST
SST-2 Binary classification
DART
SSV2 Full
Stable Diffusion 1.4
Stable Diffusion 2
Stable Diffusion 2.1
STL→CIFAR
Story.G
STS-B
Sudoku
Supermarket Fish
SVHN → MNIST
SynLiDAR-to-SemanticKITTI
SynLiDAR-to-SemanticPOSS
Synth Objects-to-LINEMOD
DSN (DANN)
SYNTHIA-to-Cityscapes Labels
MRNet
SYNTHIA-to-FoggyCityscapes
TD-RD
TerraIn.
Test
Texas*
Texture
TextVQA^ocr
TG
tiered
tiered meta-iNat
Tiny-ImageNet-C
TinyImageNet-200-C
TinyImageNet-200(C)
ToN-IoT
TraceParts-11
Twitch
Twitter-COVID19
TWITTER-Real-Graph-Partial
UCF
UNSW-NB15
USPS
USPS→MNIST
UT-Zappos50K
VAW-States
VGGSound-MC
VIPER-to-Cityscapes
VIPER-to-Cityscapes
STPL
VisDA-2021
VisDA-C 2017
VisDA-RUST
VisDA17
VQA^v2
Waterbirds-2
Waterbirds-200
Waterbirds-CUB
watkins
WebKB
Weibo
Weibo-COVID19
WeMath
WG-M
WG-S
Wheat Rust
Wiki-CS
WikiDiverse
Wikipedia
Wikipedia sockpuppet investigations
WiSig4
WN
WSSS4LUAD
YAGO10
Yearbook