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:
image_id
int64 139
582k
| Label
stringlengths 3
502
| image
imagewidth (px) 170
611
| Rating
float64 1.09k
2.13k
| Deviation
float64 77.1
133
| percentile
float64 0
100
|
|---|---|---|---|---|---|
95,843
|
bus
| 1,087.509781
| 127.17632
| 0
|
|
235,064
|
bear
| 1,091.301364
| 125.277301
| 0.020202
|
|
491,613
|
zebra
| 1,094.24429
| 131.284121
| 0.040404
|
|
125,211
|
zebra
| 1,102.82352
| 118.962984
| 0.060606
|
|
404,568
|
bird
| 1,103.784077
| 124.221158
| 0.080808
|
|
282,912
|
giraffe
| 1,103.801286
| 118.138385
| 0.10101
|
|
118,209
|
horse, horse
| 1,105.453447
| 127.50653
| 0.121212
|
|
252,332
|
stop sign
| 1,109.206662
| 118.977408
| 0.141414
|
|
95,899
|
stop sign
| 1,109.753591
| 120.791557
| 0.161616
|
|
159,112
|
pizza
| 1,110.476532
| 118.639741
| 0.181818
|
|
347,163
|
stop sign
| 1,110.676721
| 121.487702
| 0.20202
|
|
498,857
|
giraffe
| 1,112.438291
| 118.367439
| 0.222222
|
|
522,940
|
stop sign
| 1,112.962368
| 117.657671
| 0.242424
|
|
285
|
bear
| 1,113.66679
| 121.971353
| 0.262626
|
|
475,779
|
elephant
| 1,114.835646
| 126.630777
| 0.282828
|
|
331,075
|
dog
| 1,115.591149
| 127.109031
| 0.30303
|
|
547,519
|
bear
| 1,117.291283
| 117.485579
| 0.323232
|
|
317,024
|
zebra
| 1,117.331732
| 119.685245
| 0.343434
|
|
469,652
|
giraffe
| 1,118.133157
| 120.447932
| 0.363636
|
|
217,219
|
bed
| 1,118.878145
| 122.265702
| 0.383838
|
|
555,412
|
pizza
| 1,119.738052
| 124.023756
| 0.40404
|
|
578,967
|
train
| 1,120.262627
| 119.736227
| 0.424242
|
|
278,353
|
sheep
| 1,120.42753
| 114.971267
| 0.444444
|
|
404,128
|
airplane
| 1,120.502253
| 118.997193
| 0.464646
|
|
191,471
|
stop sign
| 1,121.981882
| 118.961868
| 0.484848
|
|
243,075
|
bear
| 1,122.576979
| 118.424721
| 0.505051
|
|
359,781
|
giraffe
| 1,122.978273
| 119.535636
| 0.525253
|
|
167,240
|
vase
| 1,125.231924
| 117.785209
| 0.545455
|
|
480,212
|
cell phone, dining table
| 1,125.488847
| 127.445329
| 0.565657
|
|
100,489
|
bird
| 1,125.831379
| 117.249946
| 0.585859
|
|
552,902
|
zebra
| 1,126.431103
| 118.558268
| 0.606061
|
|
189,310
|
chair
| 1,126.490478
| 126.819303
| 0.626263
|
|
155,571
|
elephant
| 1,126.730962
| 117.082639
| 0.646465
|
|
571,008
|
stop sign
| 1,127.612192
| 113.90046
| 0.666667
|
|
106,048
|
bus
| 1,128.0548
| 120.051241
| 0.686869
|
|
396,568
|
train
| 1,128.400251
| 124.089028
| 0.707071
|
|
132,622
|
bear
| 1,128.723827
| 125.56957
| 0.727273
|
|
259,382
|
giraffe
| 1,129.091003
| 121.908969
| 0.747475
|
|
186,938
|
bird
| 1,129.500581
| 117.249211
| 0.767677
|
|
375,015
|
bear
| 1,129.812312
| 126.099751
| 0.787879
|
|
420,230
|
elephant
| 1,130.387175
| 115.775499
| 0.808081
|
|
488,710
|
person
| 1,130.452944
| 115.683239
| 0.828283
|
|
55,072
|
giraffe
| 1,130.62151
| 116.481122
| 0.848485
|
|
161,642
|
clock
| 1,132.190083
| 118.082977
| 0.868687
|
|
579,893
|
stop sign
| 1,132.337973
| 116.938421
| 0.888889
|
|
232,646
|
stop sign
| 1,132.930115
| 118.768349
| 0.909091
|
|
24,144
|
pizza
| 1,133.173981
| 119.320287
| 0.929293
|
|
89,761
|
toilet
| 1,135.524749
| 116.791842
| 0.949495
|
|
104,619
|
giraffe
| 1,136.779598
| 118.185225
| 0.969697
|
|
311,909
|
bus
| 1,138.360055
| 115.579359
| 0.989899
|
|
243,495
|
toilet
| 1,138.416116
| 115.100145
| 1.010101
|
|
234,413
|
toilet
| 1,138.583377
| 115.115138
| 1.030303
|
|
17,031
|
giraffe
| 1,138.911995
| 118.559092
| 1.050505
|
|
475,150
|
giraffe
| 1,139.043663
| 113.447469
| 1.070707
|
|
382,088
|
horse
| 1,139.106492
| 115.63827
| 1.090909
|
|
130,599
|
person
| 1,139.577067
| 119.016375
| 1.111111
|
|
533,855
|
donut
| 1,139.644309
| 115.004075
| 1.131313
|
|
249,219
|
bus
| 1,139.734765
| 117.906235
| 1.151515
|
|
93,965
|
zebra, zebra
| 1,139.819465
| 116.267211
| 1.171717
|
|
539,143
|
train
| 1,140.024679
| 116.583597
| 1.191919
|
|
187,271
|
refrigerator
| 1,140.656331
| 115.370889
| 1.212121
|
|
379,453
|
airplane
| 1,140.6679
| 116.276463
| 1.232323
|
|
207,538
|
microwave
| 1,140.803606
| 123.355748
| 1.252525
|
|
289,659
|
giraffe
| 1,141.200489
| 113.758687
| 1.272727
|
|
444,275
|
microwave
| 1,141.763493
| 115.57342
| 1.292929
|
|
222,863
|
cow
| 1,142.009315
| 118.283463
| 1.313131
|
|
212,072
|
stop sign
| 1,142.075194
| 119.470608
| 1.333333
|
|
445,439
|
zebra
| 1,142.625839
| 113.959416
| 1.353535
|
|
110,972
|
bear
| 1,142.97962
| 117.233559
| 1.373737
|
|
266,082
|
fire hydrant
| 1,143.067775
| 116.407473
| 1.393939
|
|
520,301
|
dog
| 1,143.090851
| 113.180082
| 1.414141
|
|
196,185
|
airplane
| 1,144.700502
| 112.635856
| 1.434343
|
|
361,180
|
bear
| 1,145.395876
| 111.83664
| 1.454545
|
|
423,519
|
bus
| 1,145.4082
| 116.578311
| 1.474747
|
|
30,675
|
train
| 1,147.363932
| 114.489681
| 1.494949
|
|
342,295
|
toilet
| 1,147.427382
| 116.799326
| 1.515152
|
|
356,968
|
horse
| 1,147.923882
| 117.231625
| 1.535354
|
|
236,730
|
zebra
| 1,148.03733
| 113.207302
| 1.555556
|
|
426,297
|
zebra
| 1,148.661471
| 114.843011
| 1.575758
|
|
575,815
|
pizza
| 1,149.023377
| 117.182565
| 1.59596
|
|
558,073
|
cat
| 1,150.023818
| 128.035381
| 1.616162
|
|
545,958
|
cow
| 1,150.41677
| 113.529915
| 1.636364
|
|
294,162
|
laptop, mouse
| 1,150.537877
| 117.301392
| 1.656566
|
|
164,363
|
clock
| 1,150.866598
| 116.942109
| 1.676768
|
|
545,407
|
airplane
| 1,150.875159
| 113.96736
| 1.69697
|
|
567,432
|
airplane
| 1,152.528687
| 116.090447
| 1.717172
|
|
104,198
|
stop sign
| 1,153.536052
| 112.881105
| 1.737374
|
|
521,231
|
bear
| 1,154.192171
| 113.636219
| 1.757576
|
|
439,522
|
person
| 1,154.457855
| 112.950866
| 1.777778
|
|
297,343
|
stop sign
| 1,154.818158
| 111.512324
| 1.79798
|
|
256,195
|
train
| 1,154.997163
| 116.018672
| 1.818182
|
|
32,285
|
toilet
| 1,155.607035
| 120.88075
| 1.838384
|
|
460,927
|
bear
| 1,156.252896
| 123.436579
| 1.858586
|
|
273,712
|
refrigerator
| 1,156.278963
| 112.581514
| 1.878788
|
|
4,495
|
tv, couch, chair
| 1,156.656211
| 117.041342
| 1.89899
|
|
22,396
|
airplane
| 1,156.911181
| 112.670396
| 1.919192
|
|
325,527
|
teddy bear
| 1,156.957326
| 110.472144
| 1.939394
|
|
88,485
|
person, frisbee
| 1,157.003196
| 113.461302
| 1.959596
|
|
112,634
|
giraffe, giraffe
| 1,157.043308
| 120.75977
| 1.979798
|
|
574,297
|
horse, person
| 1,157.412403
| 121.200833
| 2
|
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Visualization of Object Detection 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 COCO dataset.
samples/origin: 4951/5000
License
This repository is licensed under the Apache License 2.0
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