AGI-Elo
Collection
[NeurIPS 2025] AGI-Elo: How Far Are We From Mastering A Task?
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8 items
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Updated
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1
Datasets:
Label
stringclasses 994
values | ClassName
stringclasses 992
values | image
imagewidth (px) 80
4.1k
| Rating
float64 1.14k
2.38k
| Deviation
float64 78.5
183
| percentile
float64 0
100
|
|---|---|---|---|---|---|
n01608432
|
kite
| 1,143.933219
| 183.299242
| 0
|
|
n03630383
|
lab_coat
| 1,160.700848
| 171.083993
| 0.020012
|
|
n02002556
|
white_stork
| 1,162.827549
| 172.155857
| 0.040024
|
|
n02280649
|
cabbage_butterfly
| 1,173.488834
| 171.361501
| 0.060036
|
|
n03208938
|
disk_brake
| 1,184.675849
| 163.694596
| 0.080048
|
|
n01833805
|
hummingbird
| 1,186.187925
| 164.8399
| 0.10006
|
|
n02480495
|
orangutan
| 1,188.46407
| 159.525317
| 0.120072
|
|
n02119022
|
red_fox
| 1,196.500611
| 156.216022
| 0.140084
|
|
n02363005
|
beaver
| 1,197.905073
| 156.482328
| 0.160096
|
|
n15075141
|
toilet_tissue
| 1,198.196316
| 163.985619
| 0.180108
|
|
n01677366
|
common_iguana
| 1,198.866261
| 158.694121
| 0.20012
|
|
n04584207
|
wig
| 1,199.453577
| 155.919329
| 0.220132
|
|
n01978287
|
Dungeness_crab
| 1,201.742841
| 159.21593
| 0.240144
|
|
n02777292
|
balance_beam
| 1,202.137493
| 161.094494
| 0.260156
|
|
n02110063
|
malamute
| 1,202.221932
| 162.40785
| 0.280168
|
|
n04399382
|
teddy
| 1,202.453896
| 157.874678
| 0.30018
|
|
n02116738
|
African_hunting_dog
| 1,202.467367
| 160.164281
| 0.320192
|
|
n02120079
|
Arctic_fox
| 1,202.471468
| 160.010894
| 0.340204
|
|
n02708093
|
analog_clock
| 1,202.525132
| 159.140112
| 0.360216
|
|
n02091831
|
Saluki
| 1,202.529906
| 153.374985
| 0.380228
|
|
n03259280
|
Dutch_oven
| 1,202.823176
| 160.494461
| 0.40024
|
|
n03207743
|
dishrag
| 1,202.826589
| 157.722796
| 0.420252
|
|
n01641577
|
bullfrog
| 1,202.900346
| 160.765796
| 0.440264
|
|
n02013706
|
limpkin
| 1,203.174991
| 159.144867
| 0.460276
|
|
n07715103
|
cauliflower
| 1,203.179627
| 157.284811
| 0.480288
|
|
n02086240
|
Shih-Tzu
| 1,203.197766
| 159.179546
| 0.5003
|
|
n02056570
|
king_penguin
| 1,203.315352
| 160.200757
| 0.520312
|
|
n07583066
|
guacamole
| 1,203.398701
| 161.592466
| 0.540324
|
|
n02319095
|
sea_urchin
| 1,203.473256
| 160.683028
| 0.560336
|
|
n02113624
|
toy_poodle
| 1,203.508448
| 155.057048
| 0.580348
|
|
n04044716
|
radio_telescope
| 1,203.533652
| 161.139017
| 0.60036
|
|
n03196217
|
digital_clock
| 1,203.668374
| 161.185514
| 0.620372
|
|
n04044716
|
radio_telescope
| 1,203.869319
| 160.300766
| 0.640384
|
|
n02096294
|
Australian_terrier
| 1,203.912443
| 159.590303
| 0.660396
|
|
n04254680
|
soccer_ball
| 1,203.919059
| 160.180305
| 0.680408
|
|
n03874293
|
paddlewheel
| 1,203.989855
| 159.460266
| 0.70042
|
|
n02105251
|
briard
| 1,204.103459
| 160.57847
| 0.720432
|
|
n01664065
|
loggerhead
| 1,204.185054
| 162.004136
| 0.740444
|
|
n03937543
|
pill_bottle
| 1,204.225905
| 160.589205
| 0.760456
|
|
n01824575
|
coucal
| 1,204.366563
| 159.451154
| 0.780468
|
|
n06874185
|
traffic_light
| 1,204.38447
| 161.199971
| 0.80048
|
|
n03761084
|
microwave
| 1,204.426623
| 160.064164
| 0.820492
|
|
n04270147
|
spatula
| 1,204.53723
| 159.636137
| 0.840504
|
|
n04487394
|
trombone
| 1,204.589598
| 156.001485
| 0.860516
|
|
n03393912
|
freight_car
| 1,204.602247
| 160.677395
| 0.880528
|
|
n02281406
|
sulphur_butterfly
| 1,204.606559
| 160.366985
| 0.90054
|
|
n03838899
|
oboe
| 1,204.726229
| 161.518003
| 0.920552
|
|
n01806143
|
peacock
| 1,204.757562
| 159.748142
| 0.940564
|
|
n04311004
|
steel_arch_bridge
| 1,204.819851
| 159.317444
| 0.960576
|
|
n02098413
|
Lhasa
| 1,204.890764
| 160.067611
| 0.980588
|
|
n02177972
|
weevil
| 1,205.012247
| 159.203573
| 1.0006
|
|
n02799071
|
baseball
| 1,205.11404
| 160.301801
| 1.020612
|
|
n03891332
|
parking_meter
| 1,205.154581
| 160.685588
| 1.040624
|
|
n02110063
|
malamute
| 1,205.160659
| 159.10764
| 1.060636
|
|
n02097298
|
Scotch_terrier
| 1,205.163185
| 161.79538
| 1.080648
|
|
n12144580
|
corn
| 1,205.21986
| 159.593324
| 1.10066
|
|
n01843065
|
jacamar
| 1,205.228847
| 159.566141
| 1.120672
|
|
n02106030
|
collie
| 1,205.245996
| 159.999941
| 1.140684
|
|
n01882714
|
koala
| 1,205.256592
| 157.931043
| 1.160696
|
|
n13040303
|
stinkhorn
| 1,205.263805
| 159.380877
| 1.180708
|
|
n03529860
|
home_theater
| 1,205.315841
| 160.071042
| 1.20072
|
|
n02526121
|
eel
| 1,205.365745
| 159.359617
| 1.220732
|
|
n02117135
|
hyena
| 1,205.424021
| 157.279232
| 1.240744
|
|
n03676483
|
lipstick
| 1,205.466365
| 154.447094
| 1.260756
|
|
n02927161
|
butcher_shop
| 1,205.533283
| 161.494946
| 1.280768
|
|
n02111889
|
Samoyed
| 1,205.542755
| 161.711978
| 1.30078
|
|
n01986214
|
hermit_crab
| 1,205.576559
| 160.861726
| 1.320792
|
|
n02100236
|
German_short-haired_pointer
| 1,205.586498
| 158.638017
| 1.340804
|
|
n01806567
|
quail
| 1,205.593658
| 161.532193
| 1.360816
|
|
n02108000
|
EntleBucher
| 1,205.598806
| 160.099457
| 1.380828
|
|
n02167151
|
ground_beetle
| 1,205.605244
| 160.865869
| 1.400841
|
|
n01622779
|
great_grey_owl
| 1,205.612296
| 161.109767
| 1.420853
|
|
n03742115
|
medicine_chest
| 1,205.63922
| 160.813112
| 1.440865
|
|
n01820546
|
lorikeet
| 1,205.660658
| 160.089618
| 1.460877
|
|
n02086646
|
Blenheim_spaniel
| 1,205.703698
| 162.114196
| 1.480889
|
|
n02704792
|
amphibian
| 1,205.730755
| 159.832744
| 1.500901
|
|
n02607072
|
anemone_fish
| 1,205.767832
| 159.532775
| 1.520913
|
|
n02097298
|
Scotch_terrier
| 1,205.78866
| 161.73384
| 1.540925
|
|
n02077923
|
sea_lion
| 1,205.796956
| 155.943934
| 1.560937
|
|
n03944341
|
pinwheel
| 1,205.806726
| 160.040461
| 1.580949
|
|
n02106662
|
German_shepherd
| 1,205.850647
| 160.438051
| 1.600961
|
|
n09421951
|
sandbar
| 1,205.852974
| 159.591699
| 1.620973
|
|
n01883070
|
wombat
| 1,205.854216
| 159.933769
| 1.640985
|
|
n03998194
|
prayer_rug
| 1,205.872234
| 159.669814
| 1.660997
|
|
n02095889
|
Sealyham_terrier
| 1,205.955012
| 160.741145
| 1.681009
|
|
n03498962
|
hatchet
| 1,205.973853
| 161.616257
| 1.701021
|
|
n02099429
|
curly-coated_retriever
| 1,205.98604
| 160.292357
| 1.721033
|
|
n04009552
|
projector
| 1,206.039466
| 161.385975
| 1.741045
|
|
n04532670
|
viaduct
| 1,206.125976
| 160.37001
| 1.761057
|
|
n02108089
|
boxer
| 1,206.204578
| 157.518348
| 1.781069
|
|
n01729977
|
green_snake
| 1,206.218232
| 160.215781
| 1.801081
|
|
n02317335
|
starfish
| 1,206.286664
| 161.142226
| 1.821093
|
|
n02096585
|
Boston_bull
| 1,206.303133
| 160.352805
| 1.841105
|
|
n13054560
|
bolete
| 1,206.305959
| 160.517528
| 1.861117
|
|
n01443537
|
goldfish
| 1,206.307404
| 160.166214
| 1.881129
|
|
n02834397
|
bib
| 1,206.390344
| 159.482556
| 1.901141
|
|
n01592084
|
chickadee
| 1,206.42814
| 162.986361
| 1.921153
|
|
n03388549
|
four-poster
| 1,206.434303
| 160.371179
| 1.941165
|
|
n01582220
|
magpie
| 1,206.457351
| 159.694624
| 1.961177
|
|
n01440764
|
tench
| 1,206.470879
| 155.571562
| 1.981189
|
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Visualization of Image Classification Task Cases Samples
Check dataset samples visualization by viewing Dataset Viewer. The sampling procedure is guided by the Elo distribution introduced in our method.
Original dataset is validation set of ImageNet.
samples/origin: 4998/50000
License
This repository is licensed under the Apache License 2.0
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