Usage
Consultez notre guide de démarrage pour une introduction rapide.
for ex in tfds.load('cifar10', split='train'):
...
Tous les ensembles de données
Dataset Collections
3d
Abstractive text summarization
Age
Anomaly detection
Audio
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accentdb
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common_voice
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crema_d
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dementiabank
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fuss
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groove
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gtzan
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gtzan_music_speech
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librispeech
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libritts
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ljspeech
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nsynth
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savee
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speech_commands
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spoken_digit
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tedlium
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user_libri_audio
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vctk
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voxceleb
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voxforge
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xtreme_s
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yes_no
Biology
Categorical
Common sense reasoning
Computer science
Conditional image generation
Coreference resolution
D4rl
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d4rl_adroit_door
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d4rl_adroit_hammer
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d4rl_adroit_pen
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d4rl_adroit_relocate
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d4rl_antmaze
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d4rl_mujoco_ant
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d4rl_mujoco_halfcheetah
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d4rl_mujoco_hopper
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d4rl_mujoco_walker2d
Density estimation
Dependency parsing
Dialog act labeling
Dialogue
Document summarization
Facial attributes
Fine grained image classification
Gender
Graph
Graphs
Health
Image
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abstract_reasoning
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aflw2k3d
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bccd
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beans
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bee_dataset
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bigearthnet
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binarized_mnist
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binary_alpha_digits
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caltech101
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celeb_a
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celeb_a_hq
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cityscapes
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clevr
-
clic
-
coil100
-
div2k
-
downsampled_imagenet
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dsprites
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flic
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imagenet2012
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imagenet2012_corrupted
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imagenet2012_fewshot
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imagenet2012_multilabel
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imagenet2012_real
-
imagenet2012_subset
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imagenet_a
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imagenet_lt
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imagenet_pi
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imagenet_r
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imagenet_resized
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imagenet_sketch
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imagenet_v2
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imagenette
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imagewang
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kitti
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lfw
-
lost_and_found
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lsun
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lvis
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malaria
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nyu_depth_v2
-
open_images_challenge2019_detection
-
open_images_v4
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oxford_flowers102
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oxford_iiit_pet
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pass
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patch_camelyon
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pet_finder
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places365_small
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placesfull
-
plant_leaves
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plant_village
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plantae_k
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pneumonia_mnist
-
quickdraw_bitmap
-
ref_coco
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resisc45
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robomimic_mg
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robomimic_mh
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robomimic_ph
-
rock_paper_scissors
-
s3o4d
-
scene_parse150
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shapes3d
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siscore
-
smallnorb
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so2sat
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stanford_dogs
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stanford_online_products
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stl10
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sun397
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svhn_cropped
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symmetric_solids
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tf_flowers
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the300w_lp
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wake_vision
Image classification
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abstract_reasoning
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bigearthnet
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caltech101
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caltech_birds2010
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caltech_birds2011
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cars196
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cassava
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cats_vs_dogs
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celeb_a
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chexpert
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cifar10
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cifar100
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cifar100_n
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cifar10_1
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cifar10_corrupted
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cifar10_h
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cifar10_n
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citrus_leaves
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cmaterdb
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colorectal_histology
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colorectal_histology_large
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controlled_noisy_web_labels
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curated_breast_imaging_ddsm
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cycle_gan
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deep_weeds
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diabetic_retinopathy_detection
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dmlab
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domainnet
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dtd
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emnist
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eurosat
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fashion_mnist
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flic
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food101
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geirhos_conflict_stimuli
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horses_or_humans
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i_naturalist2017
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i_naturalist2018
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i_naturalist2021
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imagenet2012
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imagenet_resized
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imagenet_sketch
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imagenette
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imagewang
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kitti
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kmnist
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lvis
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malaria
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mnist
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mnist_corrupted
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omniglot
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open_images_v4
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oxford_flowers102
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oxford_iiit_pet
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places365_small
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plant_village
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pneumonia_mnist
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resisc45
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siscore
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smallnorb
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stanford_dogs
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stanford_online_products
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stl10
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sun397
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svhn_cropped
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uc_merced
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visual_domain_decathlon
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wake_vision
Image clustering
Image compression
Image generation
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binarized_mnist
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celeb_a
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celeb_a_hq
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cityscapes
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clevr
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imagenet2012
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oxford_flowers102
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stanford_dogs
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stl10
Image segmentation
Image super resolution
Image to image translation
Instance segmentation
Language modeling
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big_patent
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billsum
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blimp
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databricks_dolly
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dices
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dolma
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e2e_cleaned
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irc_disentanglement
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lambada
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librispeech_lm
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lm1b
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math_qa
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opus
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paws_wiki
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paws_x_wiki
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pg19
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reddit
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samsum
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snli
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squad
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tedlium
Linguistic acceptability
Machine translation
Monolingual
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ag_news_subset
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ai2_arc_with_ir
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arc
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beir
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booksum
-
bool_q
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bot_adversarial_dialogue
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dices
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dolma
-
e2e_cleaned
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imdb_reviews
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kitti
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lambada
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librispeech
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librispeech_lm
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libritts
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ljspeech
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lm1b
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natural_questions
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natural_questions_open
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openbookqa
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paws_wiki
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plant_village
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quac
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race
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real_toxicity_prompts
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reddit
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savee
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schema_guided_dialogue
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sci_tail
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scicite
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scientific_papers
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sentiment140
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snli
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speech_commands
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spoken_digit
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squad
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story_cloze
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tedlium
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trec
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trivia_qa
Movies and tv shows
Multilingual
Natural language inference
Natural language understanding
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ag_news_subset
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anli
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beir
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bool_q
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clevr
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databricks_dolly
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dices
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imdb_reviews
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math_dataset
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math_qa
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mlqa
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natural_instructions
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natural_questions
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natural_questions_open
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openbookqa
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opus
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paws_wiki
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paws_x_wiki
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pg19
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piqa
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qasc
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quac
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race
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schema_guided_dialogue
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sci_tail
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sentiment140
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snli
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squad
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story_cloze
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trec
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trivia_qa
Nearest neighbors
Object detection
Open domain question answering
Out of distribution detection
Question answering
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beir
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bool_q
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clevr
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coqa
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cosmos_qa
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databricks_dolly
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math_dataset
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math_qa
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mlqa
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natural_instructions
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natural_questions
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natural_questions_open
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openbookqa
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piqa
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qasc
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quac
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race
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squad
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story_cloze
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trivia_qa
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tydi_qa
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web_questions
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xquad
Question generation
Race national ethnic origin
Ranking
Reading comprehension
Recommendation
Reinforcement learning
Rgb d
Rl unplugged
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rlu_atari
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rlu_atari_checkpoints
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rlu_atari_checkpoints_ordered
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rlu_control_suite
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rlu_dmlab_explore_object_rewards_few
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rlu_dmlab_explore_object_rewards_many
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rlu_dmlab_rooms_select_nonmatching_object
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rlu_dmlab_rooms_watermaze
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rlu_dmlab_seekavoid_arena01
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rlu_locomotion
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rlu_rwrl
Rlds
Robotics
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aloha_mobile
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asu_table_top_converted_externally_to_rlds
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austin_buds_dataset_converted_externally_to_rlds
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austin_sailor_dataset_converted_externally_to_rlds
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austin_sirius_dataset_converted_externally_to_rlds
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bc_z
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berkeley_autolab_ur5
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berkeley_cable_routing
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berkeley_fanuc_manipulation
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berkeley_gnm_cory_hall
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berkeley_gnm_recon
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berkeley_gnm_sac_son
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berkeley_mvp_converted_externally_to_rlds
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berkeley_rpt_converted_externally_to_rlds
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bridge
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bridge_data_msr
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cmu_franka_exploration_dataset_converted_externally_to_rlds
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cmu_play_fusion
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cmu_stretch
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columbia_cairlab_pusht_real
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conq_hose_manipulation
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dlr_edan_shared_control_converted_externally_to_rlds
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dlr_sara_grid_clamp_converted_externally_to_rlds
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dlr_sara_pour_converted_externally_to_rlds
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dobbe
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eth_agent_affordances
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fmb
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fractal20220817_data
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iamlab_cmu_pickup_insert_converted_externally_to_rlds
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imperialcollege_sawyer_wrist_cam
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io_ai_tech
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jaco_play
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kaist_nonprehensile_converted_externally_to_rlds
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kuka
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maniskill_dataset_converted_externally_to_rlds
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mimic_play
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mt_opt
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nyu_door_opening_surprising_effectiveness
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nyu_franka_play_dataset_converted_externally_to_rlds
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nyu_rot_dataset_converted_externally_to_rlds
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plex_robosuite
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robo_set
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roboturk
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spoc_robot
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stanford_hydra_dataset_converted_externally_to_rlds
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stanford_kuka_multimodal_dataset_converted_externally_to_rlds
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stanford_mask_vit_converted_externally_to_rlds
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stanford_robocook_converted_externally_to_rlds
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taco_play
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tidybot
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tokyo_u_lsmo_converted_externally_to_rlds
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toto
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ucsd_kitchen_dataset_converted_externally_to_rlds
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ucsd_pick_and_place_dataset_converted_externally_to_rlds
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uiuc_d3field
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usc_cloth_sim_converted_externally_to_rlds
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utaustin_mutex
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utokyo_pr2_opening_fridge_converted_externally_to_rlds
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utokyo_pr2_tabletop_manipulation_converted_externally_to_rlds
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utokyo_saytap_converted_externally_to_rlds
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utokyo_xarm_bimanual_converted_externally_to_rlds
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utokyo_xarm_pick_and_place_converted_externally_to_rlds
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vima_converted_externally_to_rlds
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viola
Scene classification
Semantic segmentation
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bigearthnet
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cityscapes
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kitti
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lost_and_found
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nyu_depth_v2
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open_images_v4
-
places365_small
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ref_coco
-
scene_parse150
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segment_anything
-
so2sat
Sentiment analysis
Sequence modeling
Sequence to sequence language modeling
Speech
Speech recognition
Structured
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cherry_blossoms
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covid19
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cs_restaurants
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dart
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diamonds
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forest_fires
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genomics_ood
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german_credit_numeric
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higgs
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howell
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iris
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movie_lens
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movielens
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web_graph
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web_nlg
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wiki_bio
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wiki_table_questions
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wiki_table_text
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wine_quality
Summarization
Table to text generation
Tabular
Text
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abstract_reasoning
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aeslc
-
ag_news_subset
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ai2_arc
-
ai2_arc_with_ir
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amazon_us_reviews
-
anli
-
answer_equivalence
-
arc
-
asqa
-
asset
-
assin2
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bccd
-
beir
-
big_patent
-
billsum
-
blimp
-
booksum
-
bool_q
-
bot_adversarial_dialogue
-
bucc
-
c4
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c4_wsrs
-
caltech101
-
cfq
-
cityscapes
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civil_comments
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clevr
-
clinc_oos
-
conll2002
-
conll2003
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corr2cause
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cos_e
-
databricks_dolly
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definite_pronoun_resolution
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dices
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doc_nli
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dolma
-
dolphin_number_word
-
drop
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dsprites
-
e2e_cleaned
-
eraser_multi_rc
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esnli
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flic
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gap
-
gem
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glue
-
goemotions
-
gpt3
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gsm8k
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hellaswag
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imdb_reviews
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irc_disentanglement
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kitti
-
lambada
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lfw
-
librispeech
-
librispeech_lm
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libritts
-
ljspeech
-
lm1b
-
lost_and_found
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math_dataset
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math_qa
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mctaco
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media_sum
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mlqa
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movie_rationales
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mrqa
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multi_nli
-
multi_nli_mismatch
-
natural_instructions
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natural_questions
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natural_questions_open
-
newsroom
-
open_images_challenge2019_detection
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open_images_v4
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openbookqa
-
opinion_abstracts
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opinosis
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opus
-
oxford_flowers102
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oxford_iiit_pet
-
para_crawl
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patch_camelyon
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paws_wiki
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paws_x_wiki
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penguins
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pet_finder
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pg19
-
piqa
-
places365_small
-
placesfull
-
plant_leaves
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plant_village
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plantae_k
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protein_net
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q_re_cc
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qa4mre
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qasc
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quac
-
quality
-
race
-
real_toxicity_prompts
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reddit_disentanglement
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reddit_tifu
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ref_coco
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resisc45
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robonet
-
rock_you
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salient_span_wikipedia
-
samsum
-
scan
-
schema_guided_dialogue
-
sci_tail
-
scicite
-
scientific_papers
-
scrolls
-
sentiment140
-
smallnorb
-
snli
-
spoken_digit
-
squad
-
squad_question_generation
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stanford_dogs
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star_cfq
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story_cloze
-
summscreen
-
sun397
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super_glue
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svhn_cropped
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tatoeba
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ted_hrlr_translate
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ted_multi_translate
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tedlium
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tiny_shakespeare
-
trec
-
trivia_qa
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unified_qa
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universal_dependencies
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unnatural_instructions
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user_libri_text
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webvid
-
wiki40b
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wiki_dialog
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wikiann
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wikipedia
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wikipedia_toxicity_subtypes
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winogrande
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wordnet
-
wsc273
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xnli
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xtreme_pawsx
-
xtreme_xnli
-
yelp_polarity_reviews
Text classification
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ag_news_subset
-
bool_q
-
bot_adversarial_dialogue
-
dices
-
imdb_reviews
-
natural_instructions
-
paws_wiki
-
paws_x_wiki
-
sentiment140
-
trec
Text classification toxicity prediction
Text generation
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aeslc
-
big_patent
-
billsum
-
booksum
-
bool_q
-
databricks_dolly
-
e2e_cleaned
-
lambada
-
lm1b
-
math_qa
-
mctaco
-
natural_instructions
-
natural_questions
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newsroom
-
openbookqa
-
piqa
-
race
-
real_toxicity_prompts
-
reddit
-
reddit_tifu
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samsum
-
schema_guided_dialogue
-
scientific_papers
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squad
-
story_cloze
-
trivia_qa
Text simplification
Text summarization
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aeslc
-
big_patent
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billsum
-
booksum
-
databricks_dolly
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newsroom
-
reddit
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reddit_tifu
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samsum
-
scientific_papers
Time series
Token classification
Tracking
Trajectory
Translate
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flores
-
mtnt
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wmt13_translate
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wmt14_translate
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wmt15_translate
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wmt16_translate
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wmt17_translate
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wmt18_translate
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wmt19_translate
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wmt_t2t_translate
Uncategorized
Unsupervised anomaly detection
Video
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abstract_reasoning
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bair_robot_pushing_small
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davis
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flic
-
moving_mnist
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robonet
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starcraft_video
-
tao
-
ucf101
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webvid
-
youtube_vis