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Transfer & Generalization
Transferring knowledge across domains and tasks, and evaluating models under few-shot, zero-shot, and domain adaptation settings.
Leaderboard
100 models total
Benchmarks
Office-Home
DAFOSNET
PACS
SSGEN
Euro SAT
ZLaP*
ImageNet
Domain-Net
SFDA2
CIFAR-100
CUB
DTD
ImageNet-C
Stanford-Cars
Flowers-102
ImageNet-V2
SUN-397
VLCS
CALTECH-101
ImageNet-R
Food-101
UCF-101
ZLaP*
ImageNet-A
BoolQ
SVHN
VTAB-1K
GSM-8K
Oxford-pets
Aircraft
ChestX
PIQA
mini-Imagenet
FGV-CAircraft
ISIC
Wino Grande
Hella-Swag
ImageNet-Sketch
CropDisease
VisDA-2017
SFDA2++
Terra Incognita
ARC-e
Office-31
PMTrans
SYNTHIA-to-Cityscapes
HALO
Cars
CIFAR-100(C)
GLOT-DR
SST-2
EPIC-KITCHENS
ImageNet-1K
ImageNet-S
Pets
CIFAR-10(C)
HAC
Amazon Reviews
Omniglot
CIFAR-10
DomainNet-126
Places
Tiered-ImageNet
CIFAR-FS
Cora
VisDA
AWA2
RTE
Stanford-Dogs
Citeseer
Pubmed
ARC-c
Describable Textures
Duke to Market
GTA5 to Cityscapes
HALO
Open-BookQA
RE-SISC45
Daimler pedestrian classification
German traffic signs
Market to Duke
CCTSE
MRPC
Plantae
UCF101 Dynamic Images
XNLI
DMLab
MMLU
GQA
GTA-to-Avg(Cityscapes,BDD,Mapillary)
tqdm (EVA02-CLIP-L)
ImageCLEF-DA
SPL
ImageNet-100
ImageNet-ES
ImageNet-ES Diverse
Retinopathy
CUB-200-2011
Flickr
GTAV-to-Cityscapes Labels
DAFormer
OBQA
QNLI
TextVQA
XCOPA
mT0-13B
SUN
VisDA-C
Belebele
FC-100
Flowers
TerraInc
Camelyon
Cityscapes-to-ACDC
CMA
Clevr-Count
SIQA
sNORB-Azim
Clevr-Dist
dSpr-Loc
dSpr-Ori
ENZYMES
XQuAD
HMDB-51
KITTI-Dist
M-MMLU
MNLI
ScanObjectNN-C
Digits-DG
Flower-102
ImageNet-V+
Market to MSMT
MedConceptsQA
Meta-Dataset
MNIST-to-USPS
DFA-MCD
PointDA-10
SVHN-to-MNIST
Mean teacher
USPS-to-MNIST
X-StoryCloze
Amazon
C-GQA
CAMELYON-17
Duke to MSMT
MIT-States
POPE
QQP
Vizwiz
VQA-v2
Mini-DomainNet
ModelNet40-C
ShapeNet-C
UT-Zappos
CIFAR10
GTSRB
MNIST
WIC
11 datasets
20 datasets
AWA1
Cub-Paintings
NA Birds
NCI1
NUS-WIDE
BiAM
Ogbn-Arxiv
OK-VQA
TREC
VGG-Flower
Waterbirds
WNLI
Celeb-A
COPA
CropDiseases
DD
GraspNetPC-10
IconQA
ImageNet-Rendition
IMDB-BINARY
Kinetics
LogiQA
MUTAG
ObjectNet
Oxford Flowers
PAWS
Proteins
SS-V2
SSv2-Small
SVNH-to-MNIST
SRDA (RAN)
Allen Brain Observatory
ChartQA
Digits
Digits-Five
Crafting-Shifts(LeNet)
GLUE
GOAT-Bench
GTA5-to-Cityscapes
VLTSeg (EVA02-CLIP-L)
Hateful-Memes
IMDB-MULTI
Kinetics50-C
MKQA
MM-Vet
MS-COCO
MSRC21
Mutagenicity
NCI109
OCR-VQA
ogbg-molbace
Ogbg-molbbbp
ogbg-molhiv
Open Images V4
MKT(IN-1K)
sNORB-Ele
sNORB-Elev
SQA-IMG
SSv2-Full
UCF-HMDB_full
VGGSound-C
AfriMGSM
AfriMMLU
AfriXNLI
CoLA
DOLOS
F-mnist
FER2013
ImageNet-OOD
ImageNet-View
iNaturalist
MATH
MIRO
MM-Star
OOD-CV
OOD-CV-Pose
RLT
six base-to-new datasets
SNLI
Arc-Easy
Cityscapes-to-FoggyZurich
BWG
CO
DomainNet (subset)
Epic-Sounds
Fungi
GTAV+Synscapes to Cityscapes
DDB
HMDB-UCF
ImageNet-DG
ImageNet-LT
IN-shift
IN-Val
Injongo
Let-it-Wag!
MGSM
MME-RealWorld
Model-J
MSRC_21C
Natural genre corpus
Obj.
Office
Quick, Draw!
Resist45
Scene
SciQ
SIB-200
Sports-DA
SST-5
SYNSIG-to-GTSRB
DFA-MCD
TRAFFIC_SIGN
Twitter
UCF-HMDB
VL-ICL
Wiki-CS
ANLI
C-MNIST
C.B.
Chameleon
Cityscapes-to-FoggyDriving
BWG
CMB-Exam
Cornell
EMNIST
FB15k-237
GTA5+Synscapes to Cityscapes
MRNet
HAM10000
HANS
HMDBfull-to-UCF
IFEval
ImageCLEF
ImageNet-W
ISIC-2018
Jester (Gesture Recognition)
TranSVAE
Math-Vista
MMCU-Med
MMLU-Pro
MNIST-to-MNIST-M
DRANet
NAN
NICO Animal
NICO Vehicle
NAS-OoD
Office-Caltech
PISP
RefCOCO
RefCOCO+
SciQA
ST
STL-10
TI
UCF --> HMDB (full)
UNITE
UCF-to-HMDBfull
[k7DC]
AI2D
Arc-Challenge
arisetv
Bird. S
CIFAR
Cifar10 50shot
Cifar10 5shot
Cifar10 Imbalanced
Cityscapes-to-OxfordCar
Uncertainty + Adaboost
CLIP benchmark
COCO-Search18
Colored-MNIST
CUTE
Dogs
Edu-Feedback
FewRel 1.0
FHM
Generated text detection dataset
Global-MMLU
GTAV to Cityscapes+Mapillary
Rein
Hard-ImageNet
HarM
HMDB --> UCF (full)
TA3N
IC13
IC15
IIIT
IN-R
Kinetics-100
KITTI
Landcover
llava-coco
llava-wild
MAMI
MathVerse
Med QA
meta-iNat
MPQA
OVEN
patch-camelyon
PAWS-X
PCAM
Pet
QASC
QuaRTz
SEED-Bench
Simulation data
Sth-com
Story Cloze
SVT
SVT-P
Synth Digits-to-SVHN
DSN (DANN)
Synth Signs-to-GTSRB
Mean teacher
TallyQA
text-ocr
text-pure
Textures
TravelingBirds
TruthfulQA
TWEET
virtual KITTI to KITTI (MDE)
CoReg
VSR
WikiQA
Wisconsin
Yelp
AffectNet
AMLC Cell
Animals
APTOS Eye
Art
ave.
Birds-31
Caltech-256
CaseHOLD
CBIS Breast
CC-CCII Chest
CheXpert Chest
CIFAR-10-1
CIFAR-100-coarse
CLEVR Distance
CLEVR Counts
COCO
CoDaN
CogBeacon
Cora-full
Cora-Link
Cora-Node
COVID-C Chest
COVIDx Lung
COX2
Dollar Street
DomainNet40
EPIC-Kitchens 55
Experience-Transfer task
ExplaGraphs
EyePACS Eye
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
OpenOrca
Place365
Places-365
PPMI Brain
Products
PubMedQA
CoT-T5-11B (1024 Shot)
ReCTS
RICORD Chest
RSNA Lung
RSNAB Bone
ScanObjectNN
ScienceQA
ShapeNet
simulated scenarios
SIQA
Squirrel
SYMH Shoulder
Synscapes-to-Cityscapes
Trivia QA
TÜLU-V2-mix
Tumor Brain
Uber
UCF-to-HMDBsmall
UCF-to-Olympic
TemPooling + RevGrad
Union14M
Vindr Lung
VisDA-17
VisDA-C RSUT
VQA
WebQs
WinoG
WinoGr
WSC273
ABIDE
ACM
ADNI
AG-News
AID
Aircrafts
ARC
BAH
BCIC-IV-2a
BDD-100K
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
ComCars
Common-senseQA
Computers
COVIDx
CPG-Pilot
CU_BIRDS
CUB-200
CUBS-200
Daily-DA
DB-Pedia
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
GALA
GOD
How2QA
SeViLA
Human-Animal-Cartoon
HumanEval+
ILSVRC 2012
ImageNet200-C
Imbalanced CIFAR-100
Imbalanced CIFAR10
IN-A
IN-S
IN-Sketch
iNaturalist-2019
iWildCam
Jigsaw
Ki-Assay
Ki-Scaffold
Ki-Size
LAMBADA
Live-CodeBench
MATH-500
MATH-Vision
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
Multi-Dataset
multi-stage Metaworld
MultiRC
N-ImageNet
N-Omniglot
NICO
NICO++
NICOpp
NIH ChestX-ray14
NTU RGB+D
NTU-120
NTU-60
object
OCTDL
OCTID
ODIR200×3
OH
OMN
Open-i
Openscope
OPTIMAL31
ORACLE.2
OV-GQA
OV-OKVQA
OV-VQA_{v2}
Oxford-IIIT Pets
PAS-CAL VOC 2012
PatternNet
Photo
Places-30
Pneumonia
PointDG-3to1
Portraits
Potpourri
Potpourri+
RACE
ReCoRD
REFUGE
RMNIST
Rotated Fashion-MNIST
MatchDG
Rotated-MNIST
RSC11
RSI-CB256
RSICB128
RSNA-Pneumonia
RxRx3
S2RDA-49
SceneGraphs
SEED-V
SHIFT
SIIM-Pneumothora
SIMS→MOSEI
SIMS→MOSI
SmallNORB/azi
SmallNORB/ele
sparse parity functions
SPMotif
Subj
SUMotif
synthetic data
Texas
Tiny-ImageNet
TinyImageNet-200-C
TVQA
Visual Domain Decathlon
Visual Spatial Reasoning
VTAB-Natural
WHU-RS19
RS-TransCLIP
WSC
14 biomedical datasets
A -> C
AbstainQA
ACL-ARC
DAS
Actor
AIME-24
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
CheXpert 5x200
Chicken Fecus
CID
CIFAR-10-DVS
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
Country-211
Cover Type
Cow Breed
COX2 MD
CPG-12
CR
DART
CSE-CIC-IDS
CUB-2011
CUHK03 to Market
CUHK03 to MSMT
DBLP
DeepFish
DigestPath
DIGIT
Dionis
DomainNet-345
DS
DVS Gesture-C
Dyna-Math
E→H
Ele-Computers
Ele-Photo
Elliptic
EmoSet
Emotion6
En-3
ESC-50
ExDark
Expla-Graph
FabWave-31
Facebook
FakeSVIM
FakeTTIM
Fashion-MNIST
FERPlus
Fetal Planes
FewRel 2.0
FHIST
FI
Fine-Gym
Fish Freshness
Fish Species
FishDataset
FishNet
FLAN-T5
Flickr-30K
FLO
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
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
ImageNette
images/01067d781fa2c3cba70856fb779bdb230ed792b4d3e05d8b36487ed03934e02a.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
Last-FM
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
MedNLI
CoT-T5-11B (1024 Shot)
Meta-world
MHB→HMM
MHB→MHY
MHY→HMM
MHY→MHB
mini
mini-CUB
MIT-D
MIT-G
MMA
MMMU-Pro
MN
MNIST → MNIST-M
MNIST-M-to-MNIST
MNIST-USPS
MOSI
Motif-basis
Motif-size
MRE dataset
MSR-VTT-QA
MSVD-QA
MTD
Multilingual Reuters Collection
Multilingual-Sentiment-Classification
Mutangenicity
MVTec-FS
N-Caltech 101
N-Cars
Natural Images
Natural Img.
NCBI-disease-IOB
NewsCLIPpings
Nikon RAW Low Light
NLGraph
NTU RGB+D 60
nuScenes-to-Pandaset
TTYD
nuScenes-to-SemanticKITTI
nuScenes-to-SemanticPOSS
nuScenes-to-Waymo Open Dataset
NVLR^2
ogbn-Home
ogbn-Tech
ONP
OntoNotes
ZSL-KG
Opinion.S
ORACLE.1
OSDD
OSMA
Oxford Flowers-102
Oxford Pet
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
RefCOCO-g
Remote Sensing
Rendered-SST2
Resisc
Retinal Fundus MultiDisease Image Dataset (RFMiD)
riadd.aucmedi
RoadBench
RSICD
S-Cars
S.U.
S2RDA-MS-39
PGA
satimage
ScienceQA-IMG
Scientific.W
SciERC
DAS
SE
SemEval
SFEW 2.0
Sim10k
SIMS
Sine
SmallINORB
SmallNORB
SNIPS
Something-Something (V2)
SpiderCrab*
SPMotif-binary
SPURIOUS-MOTIF
SQA
SS T
SST-2 Binary classification
DART
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
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
W→N
Waterbirds-2
Waterbirds-200
Waterbirds-CUB
watkins
WE-MATH
WebKB
Weibo
Weibo-COVID19
WG-M
WG-S
Wheat Rust
WIKIDiverse
Wikipedia
Wikipedia sockpuppet investigations
WiSig4
WSSS4LUAD
YAGO10
Yearbook