Datasets:
scm_id int64 0 10.8k | structure stringclasses 8
values | tier int64 1 3 | n_vars int64 2 4 | length int64 200 200 | x_obs listlengths 400 800 | x_int listlengths 400 800 | intervention_json stringlengths 113 124 | query_target listlengths 1 1 | query_time listlengths 1 1 | y_true listlengths 1 1 | metadata_json stringlengths 87 107 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | bi_variate | 1 | 2 | 200 | [
0.49757036566734314,
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0.7389721870422363,
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0.7672222256660461,
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1.0159730911254883,
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0.9763578176498413,
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1.0557063817977905,
-1.3208284378051758,... | [
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1.0159730911254883,
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0.9763578176498413,
-0.6485062837600708,
1.0557063817977905,
-1.3208284378051758,... | {"targets": [0], "times": [73], "intervention_type": "hard", "values": {"kind": "scalar", "data": -3.4059526920318604}} | [
1
] | [
0.36500000953674316
] | [
0.8929088711738586
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [1.2626768350601196]} |
1 | bi_variate | 1 | 2 | 200 | [
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0.444973349571228,
-0.09337176382541656,
-0.26978081464767456,
0.05165649950504303,
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0.305686295032501... | [
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0.2918413281440735,
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0.305686295032501... | {"targets": [0], "times": [126], "intervention_type": "hard", "values": {"kind": "scalar", "data": 0.7506288886070251}} | [
1
] | [
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] | [
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] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.0]} |
2 | bi_variate | 1 | 2 | 200 | [
0.14976055920124054,
0.7536231279373169,
0.1332462877035141,
0.3080112040042877,
0.4488551616668701,
0.385868102312088,
0.1865566372871399,
0.6516774892807007,
0.16359658539295197,
0.6243035793304443,
0.062450043857097626,
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0.34344422817230225,
0.4835360050201416,
0... | [
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0.16359658539295197,
0.6243035793304443,
0.062450043857097626,
-0.023079633712768555,
0.34344422817230225,
0.4835360050201416,
0... | {"targets": [0], "times": [39], "intervention_type": "hard", "values": {"kind": "scalar", "data": 1.6452174186706543}} | [
1
] | [
0.19499999284744263
] | [
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] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [-0.15556743741035461]} |
3 | bi_variate | 1 | 2 | 200 | [
0.010511334985494614,
0.4096124768257141,
-0.19198095798492432,
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0.5172832608222961,
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0.054787278175354004,
0.3684796094894409,
-0.07491526007652283,
-0.3164007067680359,
-0.24133184552... | [
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0.3684796094894409,
-0.07491526007652283,
-0.3164007067680359,
-0.24133184552... | {"targets": [0], "times": [133], "intervention_type": "hard", "values": {"kind": "scalar", "data": -1.273215413093567}} | [
1
] | [
0.6650000214576721
] | [
-0.3989015817642212
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.41265732049942017]} |
4 | bi_variate | 1 | 2 | 200 | [
0.3440125584602356,
0.37800005078315735,
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0.12558485567569733,
0.2625003159046173,
0.5058872103691101,
-0.046101920306... | [
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0.2625003159046173,
0.5058872103691101,
-0.046101920306... | {"targets": [0], "times": [91], "intervention_type": "hard", "values": {"kind": "scalar", "data": 3.4377834796905518}} | [
1
] | [
0.45500001311302185
] | [
-0.6062577366828918
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.0]} |
5 | bi_variate | 1 | 2 | 200 | [
0.27147039771080017,
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-0.22342082858085632,
-0.7078036665916443,
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-0.7301453351974487,
0.13744580745697021,
-0.7386478185653687,
0.10831781476736069,
-0.682705402374... | [
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0.2964176833629608,
-0.3250850737094879,
-0.018256453797221184,
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0.13744580745697021,
-0.7386478185653687,
0.10831781476736069,
-0.682705402374... | {"targets": [0], "times": [174], "intervention_type": "hard", "values": {"kind": "scalar", "data": 0.354157030582428}} | [
1
] | [
0.8700000047683716
] | [
-0.7058982849121094
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.3044438362121582]} |
6 | bi_variate | 1 | 2 | 200 | [
0.28943556547164917,
-0.013263784348964691,
-0.06636043637990952,
-0.15743449330329895,
0.44888925552368164,
-0.09090908616781235,
-0.06406062096357346,
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0.3790613114833832,
-0.07965251058340073,
-0.15482474863529205,
0.19068676233291626,
0.5536592602729797,
-0.03794659... | [
0.28943556547164917,
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-0.15743449330329895,
0.44888925552368164,
-0.09090908616781235,
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0.3790613114833832,
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-0.15482474863529205,
0.19068676233291626,
0.5536592602729797,
-0.03794659... | {"targets": [0], "times": [55], "intervention_type": "hard", "values": {"kind": "scalar", "data": -0.5419196486473083}} | [
1
] | [
0.2750000059604645
] | [
-0.7880207896232605
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [-0.25605225563049316]} |
7 | bi_variate | 1 | 2 | 200 | [
-1.1459143161773682,
-0.22082862257957458,
-0.5705787539482117,
0.2657133936882019,
-1.0646203756332397,
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-1.1807773113250732,
0.12436234951019287,
-1.2271056175231934,
0.02873416244983... | [
-1.1459143161773682,
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0.2657133936882019,
-1.0646203756332397,
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-1.1891807317733765,
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-0.1611008644104004,
-1.1807773113250732,
0.12436234951019287,
-1.2271056175231934,
0.02873416244983... | {"targets": [0], "times": [168], "intervention_type": "hard", "values": {"kind": "scalar", "data": 1.5496102571487427}} | [
1
] | [
0.8399999737739563
] | [
0.2431425005197525
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.03226284682750702]} |
8 | bi_variate | 1 | 2 | 200 | [
0.7366870045661926,
-0.4552634656429291,
0.38224515318870544,
-0.5858606696128845,
0.31164878606796265,
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0.020457327365875244,
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0.15965025126934052,
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-0.03772112727165222,
-0.15983512997627258,
0.16915656626224518,
-0.51105976104... | [
0.7366870045661926,
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0.38224515318870544,
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0.31164878606796265,
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0.020457327365875244,
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0.15965025126934052,
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-0.03772112727165222,
-0.15983512997627258,
0.16915656626224518,
-0.51105976104... | {"targets": [0], "times": [55], "intervention_type": "hard", "values": {"kind": "scalar", "data": -1.9210479259490967}} | [
1
] | [
0.2750000059604645
] | [
-0.11891678720712662
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [-0.024298682808876038]} |
9 | bi_variate | 1 | 2 | 200 | [
0.38025718927383423,
-0.02330368012189865,
0.2984558343887329,
0.2783656120300293,
0.5421507954597473,
0.23030678927898407,
0.4306093752384186,
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0.43129462003707886,
-0.01041722483932972,
0.5044880509376526,
0.18279024958610535,
0.37741562724113464,
-0.06950684636831284... | [
0.38025718927383423,
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0.2984558343887329,
0.2783656120300293,
0.5421507954597473,
0.23030678927898407,
0.4306093752384186,
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0.43129462003707886,
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0.5044880509376526,
0.18279024958610535,
0.37741562724113464,
-0.06950684636831284... | {"targets": [0], "times": [130], "intervention_type": "hard", "values": {"kind": "scalar", "data": -3.2561073303222656}} | [
1
] | [
0.6499999761581421
] | [
0.12169958651065826
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.0]} |
10 | bi_variate | 1 | 2 | 200 | [
0.1709015667438507,
1.2231862545013428,
-0.390847772359848,
0.672568678855896,
0.5860404968261719,
0.7787058353424072,
0.2426985651254654,
0.7806078791618347,
-0.512563169002533,
0.7234511971473694,
0.395679235458374,
0.7274235486984253,
-0.21200239658355713,
0.2466772496700287,
0.277159... | [
0.1709015667438507,
1.2231862545013428,
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0.672568678855896,
0.5860404968261719,
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0.7806078791618347,
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0.7234511971473694,
0.395679235458374,
0.7274235486984253,
-0.21200239658355713,
0.2466772496700287,
0.277159... | {"targets": [0], "times": [178], "intervention_type": "hard", "values": {"kind": "scalar", "data": 1.2378579378128052}} | [
1
] | [
0.8899999856948853
] | [
0.7291199564933777
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [0.6758671998977661]} |
11 | bi_variate | 1 | 2 | 200 | [
-0.2645888924598694,
0.1501832902431488,
-0.25709468126296997,
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0.2999884784221649,
0.1622311770915985,
0.03632378578186035,
0.17566511034965515,
0.22176143527030945,
-0.35745760798454285,
0.2863476574420929,
0.61391746997833... | [
-0.2645888924598694,
0.1501832902431488,
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0.2999884784221649,
0.1622311770915985,
0.03632378578186035,
0.17566511034965515,
0.22176143527030945,
-0.35745760798454285,
0.2863476574420929,
0.61391746997833... | {"targets": [0], "times": [51], "intervention_type": "hard", "values": {"kind": "scalar", "data": -1.5238362550735474}} | [
1
] | [
0.2549999952316284
] | [
0.9825595021247864
] | {"tier": 1, "diverged": false, "pair_mode": "counterfactual", "y_causal_effect": [1.1152153015136719]} |
End of preview. Expand in Data Studio
dot-Identifiability-v1
A frozen evaluation suite from DoTime.
- Episodes: 10800
- Schema: parquet shards +
manifest.json(md5-checksummed), Croissant metadata. - Load with:
from dotime.benchmarks import load_benchmark
suite = load_benchmark("dot-Identifiability-v1") # pulls this repo at tag v1.1.0
Generated reproducibly by scripts/build_release.py. Zenodo DOI is the citable
archive of record.
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