negin-analysis / trace_runtime_episode_correlation.csv
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feature,metric,spearman_rho,pair_count
episode_count,overall_average,0.924276,70
episode_count,percentile_75,0.714996,70
episode_count,percentile_90,0.847931,70
episode_count,percentile_99,0.847937,70
n_input_tokens,overall_average,0.974420,70
n_input_tokens,percentile_75,0.858630,70
n_input_tokens,percentile_90,0.865559,70
n_input_tokens,percentile_99,0.852716,70
n_output_tokens,overall_average,0.951220,70
n_output_tokens,percentile_75,0.848972,70
n_output_tokens,percentile_90,0.832421,70
n_output_tokens,percentile_99,0.862164,70
feature,metric,spearman_rho,pair_count
prompt_length,overall,0.021982,62524
prompt_length,percentile_75,0.041383,15631
prompt_length,percentile_90,0.010840,6253
prompt_length,percentile_25,0.013018,46893
prompt_length,percentile_10,0.011693,56271
prompt_length,percentile_low_25,0.032976,15631
prompt_length,percentile_low_10,0.075509,6253
feature,metric,spearman_rho,pair_count
response_length,overall,-0.039110,61708
response_length,percentile_75,-0.053434,15428
response_length,percentile_90,-0.124856,6171
response_length,percentile_25,0.006048,46281
response_length,percentile_10,-0.008850,55537
response_length,percentile_low_25,-0.076410,15427
response_length,percentile_low_10,-0.059057,6171
task_name (runtime),spearman_rho,pair_count
c3e50747-1d94-4050-ae66-a35c7ecf,0.153488,846
82c37f5b-fbac-48d7-b023-b4472cfd,0.110761,936
f19460df-fb63-414d-9b32-9b88ac5e,0.089108,846
531e1ca7-c794-4e7f-87cc-6350725e,0.087342,878
d0dda5fa-b4e8-4a32-8304-68f5d993,0.079560,870
mnist-learning-fix,0.044961,927
e81b357a-a7d1-47f5-936f-bbe7185a,0.032914,870
9f265505-9475-435e-9abf-e46835a7,0.017139,887
1c671160-51a2-4496-9099-ee921125,0.003952,879
71401830-6e66-496c-a946-6eb9616d,0.002888,911
0e07948f-c624-4bae-8d02-86081c43,,845
35e44800-91e3-49cf-92a6-0a714bab,,897
3dd9a49b-a9a4-44ac-932f-79899b92,,879
6920d458-889d-44cc-afa0-0d29e717,,839
6a31ce44-db27-42a2-957c-0b25c493,,863
9a052f3e-f867-418b-ad6d-41cd056e,,899
d84deb8a-5043-49e0-96ab-817e2104,,836
hdfs-deployment,,920
hydra-debug-slurm-mode,,965
schedule-vacation,,934
setup-custom-dev-env,,934
vimscript-vim-quine,,931
png-generation,-0.003486,935
pandas-etl,-0.013935,939
a7de53df-43da-49ad-9818-1722e92e,-0.020786,872
d4c9e7d7-20a3-4081-bea3-52b900ac,-0.022306,873
be77281a-bd55-4a6e-8481-6dd04f29,-0.024663,890
bd1e3aee-64e5-4209-bf0f-b994088c,-0.025109,910
e1f1bbca-fb42-4ef8-8367-cdacd3c2,-0.027873,869
caf7699c-9d49-4206-9bad-673cc36c,-0.028525,845
09d5c141-d065-4d33-a3e6-362dcf5e,-0.029738,859
7a86025b-09d1-4f97-9a2e-f55529f4,-0.030120,856
7b5c7cbb-5182-4d11-9979-2dfa017e,-0.033987,857
c0e954b0-e4cc-41f1-9cd1-672947ce,-0.035433,865
8fd89f74-b0c8-4718-a09d-e4330bd0,-0.041589,881
67d895a6-8f50-4f8d-a4ff-1a31bdc2,-0.042210,851
cb5bcfba-9d5e-419d-9ff1-47cdc224,-0.042955,875
0895cf7d-e27e-4ff7-a984-265d79de,-0.045033,843
855ec91f-5c7d-4863-a07b-232411a7,-0.045243,874
e803529c-e3aa-4be9-91bb-46555582,-0.051763,884
gomoku-planner,-0.052329,942
b3e41e4e-6d1b-484a-8c8b-1dbf9a09,-0.052653,838
af2eb409-fff6-479d-81d6-c29bf13e,-0.055350,887
949155ae-3b77-483c-96c2-7f0f423c,-0.059781,821
pandas-sql-query,-0.059906,955
sparql-professors-universities,-0.065026,949
amuse-install,-0.070616,967
7871a8ce-166a-4b02-9268-5ced8412,-0.070996,946
1a87dfeb-8ebb-4124-b8ee-b76020ca,-0.071795,884
jq-data-processing,-0.072583,939
ab72149d-33f8-4e69-9088-711bd86c,-0.091268,847
cf794b03-f8b8-4469-b70f-86f77ab4,-0.098517,868
mlflow-register,-0.102554,934
43210b08-43ab-4949-a091-a8e1dd83,-0.107087,842
0c5c169a-2c85-4120-8e4e-32471b1a,-0.107969,893
flood-monitoring-basic,-0.113985,945
35bd72ae-9435-4475-8e33-fa179463,-0.127067,869
acl-permissions-inheritance,-0.130627,953
235c441d-e785-4e86-9659-a434b9fd,-0.141731,862
jsonl-aggregator,-0.167908,951
recover-accuracy-log,-0.179671,931
broken-python,-0.190049,949
63a70070-8102-4261-bfdf-16d15314,-0.193199,918
f91e56f8-120c-4a77-9328-fdb1385c,-0.214527,861
analyze-access-logs,-0.238641,945
f4c905fc-4ad8-4509-a669-90eb8299,-0.240779,863
d8d92009-1ee1-40b2-8c4f-e7b63e31,-0.247103,873
1d7ab372-5c14-492c-85da-e2a7e7e3,-0.296527,855
log-summary,-0.324356,946
c725d931-2893-4dfa-a4a8-186cfa1e,-0.364829,921
task_name (trace_length),spearman_rho,pair_count
82c37f5b-fbac-48d7-b023-b4472cfd,0.108149,936
broken-python,0.102105,949
pandas-sql-query,0.099171,955
af2eb409-fff6-479d-81d6-c29bf13e,0.093610,887
jq-data-processing,0.090090,939
949155ae-3b77-483c-96c2-7f0f423c,0.085211,821
sparql-professors-universities,0.084988,949
png-generation,0.071790,935
f19460df-fb63-414d-9b32-9b88ac5e,0.068768,846
jsonl-aggregator,0.068493,951
c3e50747-1d94-4050-ae66-a35c7ecf,0.066775,846
d0dda5fa-b4e8-4a32-8304-68f5d993,0.066012,870
71401830-6e66-496c-a946-6eb9616d,0.059867,911
531e1ca7-c794-4e7f-87cc-6350725e,0.054289,878
cb5bcfba-9d5e-419d-9ff1-47cdc224,0.053637,875
e81b357a-a7d1-47f5-936f-bbe7185a,0.049160,870
7b5c7cbb-5182-4d11-9979-2dfa017e,0.044807,857
09d5c141-d065-4d33-a3e6-362dcf5e,0.041035,859
amuse-install,0.039197,967
e1f1bbca-fb42-4ef8-8367-cdacd3c2,0.039136,869
pandas-etl,0.035039,939
caf7699c-9d49-4206-9bad-673cc36c,0.031651,845
flood-monitoring-basic,0.020867,945
gomoku-planner,0.018234,942
b3e41e4e-6d1b-484a-8c8b-1dbf9a09,0.010801,838
mnist-learning-fix,0.009374,927
7a86025b-09d1-4f97-9a2e-f55529f4,0.005792,856
c0e954b0-e4cc-41f1-9cd1-672947ce,0.004803,865
9f265505-9475-435e-9abf-e46835a7,0.003231,887
0e07948f-c624-4bae-8d02-86081c43,,845
35e44800-91e3-49cf-92a6-0a714bab,,897
3dd9a49b-a9a4-44ac-932f-79899b92,,879
6920d458-889d-44cc-afa0-0d29e717,,839
6a31ce44-db27-42a2-957c-0b25c493,,863
9a052f3e-f867-418b-ad6d-41cd056e,,899
d84deb8a-5043-49e0-96ab-817e2104,,836
hdfs-deployment,,920
hydra-debug-slurm-mode,,965
schedule-vacation,,934
setup-custom-dev-env,,934
vimscript-vim-quine,,931
mlflow-register,-0.001524,934
1c671160-51a2-4496-9099-ee921125,-0.001984,879
67d895a6-8f50-4f8d-a4ff-1a31bdc2,-0.006307,851
8fd89f74-b0c8-4718-a09d-e4330bd0,-0.009790,881
0895cf7d-e27e-4ff7-a984-265d79de,-0.011836,843
be77281a-bd55-4a6e-8481-6dd04f29,-0.018414,890
ab72149d-33f8-4e69-9088-711bd86c,-0.018544,847
recover-accuracy-log,-0.026392,931
bd1e3aee-64e5-4209-bf0f-b994088c,-0.030222,910
d4c9e7d7-20a3-4081-bea3-52b900ac,-0.033158,873
e803529c-e3aa-4be9-91bb-46555582,-0.037316,884
acl-permissions-inheritance,-0.042168,953
f91e56f8-120c-4a77-9328-fdb1385c,-0.042646,861
analyze-access-logs,-0.042780,945
0c5c169a-2c85-4120-8e4e-32471b1a,-0.044479,893
35bd72ae-9435-4475-8e33-fa179463,-0.048301,869
43210b08-43ab-4949-a091-a8e1dd83,-0.049982,842
cf794b03-f8b8-4469-b70f-86f77ab4,-0.052588,868
1a87dfeb-8ebb-4124-b8ee-b76020ca,-0.056296,884
7871a8ce-166a-4b02-9268-5ced8412,-0.057636,946
855ec91f-5c7d-4863-a07b-232411a7,-0.062396,874
a7de53df-43da-49ad-9818-1722e92e,-0.063923,872
235c441d-e785-4e86-9659-a434b9fd,-0.080666,862
63a70070-8102-4261-bfdf-16d15314,-0.120567,918
log-summary,-0.138870,946
1d7ab372-5c14-492c-85da-e2a7e7e3,-0.141928,855
f4c905fc-4ad8-4509-a669-90eb8299,-0.212827,863
d8d92009-1ee1-40b2-8c4f-e7b63e31,-0.214252,873
c725d931-2893-4dfa-a4a8-186cfa1e,-0.260747,921
task_name (prompt_length),spearman_rho,pair_count
f4c905fc-4ad8-4509-a669-90eb8299,0.204964,863
71401830-6e66-496c-a946-6eb9616d,0.176373,911
amuse-install,0.173439,967
235c441d-e785-4e86-9659-a434b9fd,0.173058,862
82c37f5b-fbac-48d7-b023-b4472cfd,0.145340,936
png-generation,0.106553,935
broken-python,0.099175,949
ab72149d-33f8-4e69-9088-711bd86c,0.098051,847
log-summary,0.093279,946
f19460df-fb63-414d-9b32-9b88ac5e,0.069130,846
9f265505-9475-435e-9abf-e46835a7,0.062869,887
c3e50747-1d94-4050-ae66-a35c7ecf,0.062661,846
d8d92009-1ee1-40b2-8c4f-e7b63e31,0.050288,873
67d895a6-8f50-4f8d-a4ff-1a31bdc2,0.045909,851
acl-permissions-inheritance,0.043342,953
63a70070-8102-4261-bfdf-16d15314,0.037070,918
43210b08-43ab-4949-a091-a8e1dd83,0.033748,842
35bd72ae-9435-4475-8e33-fa179463,0.031129,869
e803529c-e3aa-4be9-91bb-46555582,0.030260,884
e81b357a-a7d1-47f5-936f-bbe7185a,0.026501,870
855ec91f-5c7d-4863-a07b-232411a7,0.023455,874
1c671160-51a2-4496-9099-ee921125,0.015809,879
caf7699c-9d49-4206-9bad-673cc36c,0.013117,845
f91e56f8-120c-4a77-9328-fdb1385c,0.009044,861
pandas-etl,0.008626,939
d4c9e7d7-20a3-4081-bea3-52b900ac,0.007794,873
a7de53df-43da-49ad-9818-1722e92e,0.000694,872
be77281a-bd55-4a6e-8481-6dd04f29,0.000673,890
0e07948f-c624-4bae-8d02-86081c43,,845
35e44800-91e3-49cf-92a6-0a714bab,,897
3dd9a49b-a9a4-44ac-932f-79899b92,,879
6920d458-889d-44cc-afa0-0d29e717,,839
6a31ce44-db27-42a2-957c-0b25c493,,863
9a052f3e-f867-418b-ad6d-41cd056e,,899
d84deb8a-5043-49e0-96ab-817e2104,,836
hdfs-deployment,,920
hydra-debug-slurm-mode,,965
schedule-vacation,,934
setup-custom-dev-env,,934
vimscript-vim-quine,,931
7871a8ce-166a-4b02-9268-5ced8412,-0.012923,946
recover-accuracy-log,-0.013116,931
b3e41e4e-6d1b-484a-8c8b-1dbf9a09,-0.015932,838
mlflow-register,-0.020661,934
0c5c169a-2c85-4120-8e4e-32471b1a,-0.021338,893
0895cf7d-e27e-4ff7-a984-265d79de,-0.021667,843
949155ae-3b77-483c-96c2-7f0f423c,-0.023714,821
7a86025b-09d1-4f97-9a2e-f55529f4,-0.023916,856
1a87dfeb-8ebb-4124-b8ee-b76020ca,-0.025306,884
mnist-learning-fix,-0.034144,927
09d5c141-d065-4d33-a3e6-362dcf5e,-0.039237,859
e1f1bbca-fb42-4ef8-8367-cdacd3c2,-0.041403,869
7b5c7cbb-5182-4d11-9979-2dfa017e,-0.050013,857
analyze-access-logs,-0.050512,945
d0dda5fa-b4e8-4a32-8304-68f5d993,-0.052334,870
gomoku-planner,-0.052754,942
531e1ca7-c794-4e7f-87cc-6350725e,-0.065813,878
c725d931-2893-4dfa-a4a8-186cfa1e,-0.066983,921
8fd89f74-b0c8-4718-a09d-e4330bd0,-0.069780,881
flood-monitoring-basic,-0.074598,945
jsonl-aggregator,-0.089554,951
c0e954b0-e4cc-41f1-9cd1-672947ce,-0.099292,865
sparql-professors-universities,-0.101851,949
jq-data-processing,-0.110771,939
cf794b03-f8b8-4469-b70f-86f77ab4,-0.112599,868
cb5bcfba-9d5e-419d-9ff1-47cdc224,-0.128190,875
bd1e3aee-64e5-4209-bf0f-b994088c,-0.132788,910
pandas-sql-query,-0.137873,955
af2eb409-fff6-479d-81d6-c29bf13e,-0.216012,887
1d7ab372-5c14-492c-85da-e2a7e7e3,-0.230402,855
task_name (response_length),spearman_rho,pair_count
82c37f5b-fbac-48d7-b023-b4472cfd,0.138108,905
9f265505-9475-435e-9abf-e46835a7,0.064600,884
acl-permissions-inheritance,0.060049,923
235c441d-e785-4e86-9659-a434b9fd,0.049109,858
1c671160-51a2-4496-9099-ee921125,0.034807,876
a7de53df-43da-49ad-9818-1722e92e,0.029415,869
be77281a-bd55-4a6e-8481-6dd04f29,0.018878,887
0e07948f-c624-4bae-8d02-86081c43,,842
35e44800-91e3-49cf-92a6-0a714bab,,894
3dd9a49b-a9a4-44ac-932f-79899b92,,876
6920d458-889d-44cc-afa0-0d29e717,,834
6a31ce44-db27-42a2-957c-0b25c493,,860
9a052f3e-f867-418b-ad6d-41cd056e,,879
d84deb8a-5043-49e0-96ab-817e2104,,833
hdfs-deployment,,916
hydra-debug-slurm-mode,,922
schedule-vacation,,924
setup-custom-dev-env,,902
vimscript-vim-quine,,801
7a86025b-09d1-4f97-9a2e-f55529f4,-0.004437,847
7871a8ce-166a-4b02-9268-5ced8412,-0.017724,943
d4c9e7d7-20a3-4081-bea3-52b900ac,-0.026136,870
43210b08-43ab-4949-a091-a8e1dd83,-0.027273,839
c3e50747-1d94-4050-ae66-a35c7ecf,-0.028574,843
531e1ca7-c794-4e7f-87cc-6350725e,-0.034097,875
mnist-learning-fix,-0.037732,908
e81b357a-a7d1-47f5-936f-bbe7185a,-0.040954,867
cf794b03-f8b8-4469-b70f-86f77ab4,-0.042372,863
pandas-etl,-0.044496,909
f19460df-fb63-414d-9b32-9b88ac5e,-0.044939,843
e803529c-e3aa-4be9-91bb-46555582,-0.045262,881
855ec91f-5c7d-4863-a07b-232411a7,-0.047309,871
broken-python,-0.047662,945
e1f1bbca-fb42-4ef8-8367-cdacd3c2,-0.050935,866
b3e41e4e-6d1b-484a-8c8b-1dbf9a09,-0.051593,834
7b5c7cbb-5182-4d11-9979-2dfa017e,-0.054235,854
0895cf7d-e27e-4ff7-a984-265d79de,-0.054342,839
09d5c141-d065-4d33-a3e6-362dcf5e,-0.056427,855
bd1e3aee-64e5-4209-bf0f-b994088c,-0.056855,907
amuse-install,-0.060386,928
gomoku-planner,-0.062497,931
71401830-6e66-496c-a946-6eb9616d,-0.064553,908
8fd89f74-b0c8-4718-a09d-e4330bd0,-0.075473,876
949155ae-3b77-483c-96c2-7f0f423c,-0.076086,818
d8d92009-1ee1-40b2-8c4f-e7b63e31,-0.077900,870
0c5c169a-2c85-4120-8e4e-32471b1a,-0.082206,879
jq-data-processing,-0.091789,912
png-generation,-0.092268,931
c0e954b0-e4cc-41f1-9cd1-672947ce,-0.092428,862
caf7699c-9d49-4206-9bad-673cc36c,-0.104259,842
d0dda5fa-b4e8-4a32-8304-68f5d993,-0.104813,867
35bd72ae-9435-4475-8e33-fa179463,-0.105691,866
mlflow-register,-0.114378,909
flood-monitoring-basic,-0.120656,937
f4c905fc-4ad8-4509-a669-90eb8299,-0.136623,860
67d895a6-8f50-4f8d-a4ff-1a31bdc2,-0.141753,848
cb5bcfba-9d5e-419d-9ff1-47cdc224,-0.149274,872
1a87dfeb-8ebb-4124-b8ee-b76020ca,-0.171385,881
sparql-professors-universities,-0.214654,926
recover-accuracy-log,-0.214733,879
pandas-sql-query,-0.223014,933
1d7ab372-5c14-492c-85da-e2a7e7e3,-0.226729,852
log-summary,-0.234118,916
ab72149d-33f8-4e69-9088-711bd86c,-0.241430,844
63a70070-8102-4261-bfdf-16d15314,-0.254431,914
af2eb409-fff6-479d-81d6-c29bf13e,-0.259420,884
f91e56f8-120c-4a77-9328-fdb1385c,-0.260167,857
analyze-access-logs,-0.274809,914
jsonl-aggregator,-0.290555,930
c725d931-2893-4dfa-a4a8-186cfa1e,-0.493603,918
experiment (prompt_length),spearman_rho,pair_count
DCAgent_dev_set_71_tasks_DCAgent_code_contests_10k_OG_10k_New_Questions_GPT5-mini_Qwen3-8B_20251112_145551,0.280348,38
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Thinking-2507_20251111_183245,0.240277,210
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DCAgent_dev_set_71_tasks_mlfoundations-dev_freelancer-projects-sandboxes-traces-terminus-2_20251111_083839,-0.085539,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Instruct-2507_20251112_145551,-0.086201,28
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-0-1k-traces_20251111_162725,-0.097543,210
DCAgent_dev_set_71_tasks_Qwen_Qwen3-Coder-30B-A3B-Instruct_20251112_111611,-0.098397,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-0-1k-traces_20251111_185205,-0.101111,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_4096_20251112_145550,-0.108072,30
DCAgent_dev_set_71_tasks_mlfoundations-dev_nemo-prism-math-sandboxes-traces-terminus-2_20251111_205730,-0.116805,99
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.99_20251111_132125,-0.119316,99
DCAgent_dev_set_71_tasks_Qwen_Qwen3-Coder-30B-A3B-Instruct_20251112_065327,-0.125047,210
DCAgent_dev_set_71_tasks_Qwen_Qwen3-1.7B_20251112_113102,-0.125463,210
DCAgent_dev_set_71_tasks_Qwen_Qwen3-Coder-30B-A3B-Instruct_20251112_145431,-0.128922,61
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-1k-traces_20251111_165017,-0.155695,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.998_Qwen3-8B_20251111_122421,-0.170948,92
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-32B_20251111_111040,-0.184074,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_nemo-prism-math-sandboxes-traces-terminus-2_20251112_145551,-0.195694,36
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251112_145429,-0.217682,35
DCAgent_dev_set_71_tasks_Qwen_Qwen3-32B_20251112_145431,-0.272587,18
DCAgent_dev_set_71_tasks_mlfoundations-dev_inferredbugs-sandboxes-traces-terminus-2_20251112_145426,-0.281551,27
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t256s-32ep_Qwen3-8B_20251111_213101,-0.293030,39
experiment (response_length),spearman_rho,pair_count
DCAgent_dev_set_71_tasks_DCAgent_code_contests_10k_OG_10k_New_Questions_GPT5-mini_Qwen3-8B_20251112_145551,0.280332,38
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-4ep_20251111_185209,0.187265,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251112_145430,0.177859,35
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Thinking-2507_20251111_183245,0.173270,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t256s-32ep_Qwen3-8B_20251111_183331,0.166447,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_all-puzzles-sandboxes-traces-terminus-2_20251111_040843,0.143200,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251112_110521,0.142545,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Thinking-2507_20251112_185516,0.140309,193
DCAgent_dev_set_71_tasks_DCAgent_code_contests_10k_OG_10k_New_Questions_GPT5-mini_Qwen3-8B_20251111_193834,0.138966,209
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-3k-traces_20251112_012958,0.134410,209
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-8B-Base_20251112_122735,0.130057,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_learning-rate_0.001_Qwen3-8B_20251112_185515,0.123636,166
DCAgent_dev_set_71_tasks_Qwen_Qwen3-32B_20251112_145431,0.122988,16
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251112_065327,0.118161,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.85_Qwen3-8B_20251111_223241,0.115311,209
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-8ep_20251111_235838,0.111755,209
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t512s-32ep_Qwen3-8B_20251111_145338,0.111597,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.99_20251112_185511,0.111574,176
DCAgent_dev_set_71_tasks_DCAgent_neulab-synatra-sandboxes-traces-terminus-2_Qwen3-8B_20251112_033016,0.110557,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Thinking-2507_20251111_144222,0.109470,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t512s-32ep_Qwen3-8B_20251111_220634,0.105934,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-8B-Base_20251111_181719,0.101181,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t512s-32ep_Qwen3-8B_20251112_185518,0.100597,188
DCAgent_dev_set_71_tasks_DCAgent_staqc-ot3-100k-code-subset-traces-terminus-2_Qwen3-8B_20251111_112840,0.100058,205
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.0_Qwen3-8B_20251111_101549,0.098442,210
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-2ep_20251111_044751,0.095287,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-14B_20251111_150811,0.094880,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B_20251111_223808,0.094462,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-0-3k-traces_20251111_160333,0.092602,203
DCAgent_dev_set_71_tasks_mlfoundations-dev_qasper-sandboxes-traces-terminus-2_20251111_161231,0.088378,209
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-1-7B_20251111_062845,0.085071,209
DCAgent_dev_set_71_tasks_DCAgent_neulab-mind2web-sandboxes-traces-terminus-2_Qwen3-8B_20251112_185509,0.084808,186
DCAgent_dev_set_71_tasks_Qwen_Qwen3-4B-Instruct-2507_20251112_152328,0.084443,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_seed_43_20251111_100748,0.083725,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251111_191030,0.083037,207
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_seed_43_20251112_185844,0.079527,165
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.0_Qwen3-8B_20251111_192846,0.077083,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-3k-traces_20251112_000500,0.075191,208
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.95_20251111_143527,0.072567,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_qasper-sandboxes-traces-terminus-2_20251111_120040,0.071581,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_4096_20251111_110904,0.071284,209
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Instruct-2507_20251112_113359,0.070296,208
DCAgent_dev_set_71_tasks_Qwen_Qwen3-32B_20251112_025402,0.068048,184
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.93_20251111_183554,0.067408,209
DCAgent_dev_set_71_tasks_Qwen_Qwen3-32B_20251112_065327,0.067124,160
DCAgent_dev_set_71_tasks_DCAgent_neulab-mind2web-sandboxes-traces-terminus-2_Qwen3-8B_20251112_072932,0.066761,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_nemo-prism-math-sandboxes-traces-terminus-2_20251111_181718,0.066207,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.02_20251111_132125,0.064847,208
DCAgent_dev_set_71_tasks_DCAgent_staqc-ot3-100k-traces-terminus-2_Qwen3-8B_20251111_223532,0.064235,209
DCAgent_dev_set_71_tasks_DCAgent_neulab-synatra-sandboxes-traces-terminus-2_Qwen3-8B_20251111_132124,0.063461,207
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_num-train-epochs_4.0_20251111_235602,0.063289,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t512s-32ep_Qwen3-8B_20251111_183419,0.063011,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-askllm-filtered-sandboxes-traces-terminus-2_Qwen3-8B_20251112_145551,0.062994,17
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.85_Qwen3-8B_20251111_122830,0.060160,98
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_warmup-ratio_0.0_Qwen3-8B_20251111_155959,0.059928,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.91_20251112_033605,0.058448,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_stackexchange-overflow-sandboxes-traces-terminus-2_20251111_183159,0.057429,209
DCAgent_dev_set_71_tasks_DCAgent_freelancer-askllm-filtered-sandboxes-traces-terminus-2_Qwen3-8B_20251112_033012,0.056835,208
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-0-1k-traces_20251112_013103,0.054793,202
DCAgent_dev_set_71_tasks_mlfoundations-dev_nemo-prism-math-sandboxes-traces-terminus-2_20251112_065343,0.052708,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_inferredbugs-sandboxes-traces-terminus-2_20251112_105912,0.051663,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_seed_46_20251111_185215,0.051406,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_16384_20251111_185036,0.051005,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_global-batch-size_16_20251112_185843,0.050712,164
DCAgent_dev_set_71_tasks_DCAgent_codeforces-gptoss120b-traces_20251111_205730,0.050347,207
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_16384_20251111_151300,0.049153,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.98_20251111_223242,0.049065,209
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-1ep_20251111_160657,0.048885,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_stackexchange-overflow-sandboxes-traces-terminus-2_20251111_220634,0.048758,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_seed_46_20251111_084358,0.046360,209
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-gpt5mini_global-batch-size_16_20251112_134651,0.046107,209
DCAgent_dev_set_71_tasks_DCAgent_all-puzzles-sandboxes-traces-terminus-2-with-gpt-4o-mini-judgments-correct_20251111_112533,0.045830,208
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Instruct-2507_20251111_101549,0.043857,208
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.87_20251111_220525,0.043250,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_taskmaster2-sandboxes-traces-terminus-2_20251112_151402,0.043033,209
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-8B-Base_20251111_094532,0.040874,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-gpt5mini_20251112_134651,0.039796,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251112_145429,0.037531,35
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251111_105130,0.037470,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.04_20251112_134650,0.036798,209
DCAgent_dev_set_71_tasks_DCAgent_freelancer-askllm-filtered-sandboxes-traces-terminus-2_Qwen3-8B_20251111_172530,0.036166,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-short-instruction-filter_Qwen3-8B_20251111_081731,0.036039,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_num-train-epochs_6.0_20251111_194150,0.035735,210
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-1ep_20251111_194835,0.035636,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.99_20251111_143527,0.035618,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251112_110520,0.033838,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-askllm-filtered-sandboxes-traces-terminus-2_Qwen3-8B_20251112_113359,0.033197,209
DCAgent_dev_set_71_tasks_DCAgent_wikitable_format_conversion-qwen3-coder-480b-a35b-instruct-awq-traces_20251111_220634,0.033131,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-4B-Thinking-2507_20251111_212358,0.032448,65
DCAgent_dev_set_71_tasks_DCAgent_all-puzzles-sandboxes-traces-terminus-2-with-gpt-4o-mini-judgments-correct_20251111_044731,0.032183,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_stackexchange-overflow-sandboxes-traces-terminus-2_20251111_132125,0.030547,106
DCAgent_dev_set_71_tasks_DCAgent_freelancer-projects-1k-traces_20251111_082209,0.028519,208
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_warmup-ratio_0.01_20251111_235437,0.026936,208
DCAgent_dev_set_71_tasks_DCAgent_codeforces-gptoss120b-traces_20251111_143527,0.026567,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_max-grad-norm_0.001_20251112_134651,0.023809,208
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251111_105101,0.023697,210
DCAgent_dev_set_71_tasks_Qwen_Qwen3-4B-Thinking-2507_20251112_112059,0.023604,177
DCAgent_dev_set_71_tasks_Qwen_Qwen3-4B-Thinking-2507_20251112_065331,0.022113,182
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251112_065327,0.021517,209
DCAgent_dev_set_71_tasks_DCAgent_codeforces-gptoss120b-traces_20251112_065342,0.021224,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-14B_20251111_185509,0.021183,210
DCAgent_dev_set_71_tasks_DCAgent_wikitable_format_conversion-qwen3-coder-480b-a35b-instruct-awq-traces_20251111_195100,0.020362,209
DCAgent_dev_set_71_tasks_DCAgent_code_contests_10k_OG_10k_New_Questions_GPT5-mini_Qwen3-8B_20251112_065336,0.020303,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-8B-Base_20251112_185508,0.019414,201
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta2_0.995_20251111_140311,0.018493,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.93_20251111_145347,0.018202,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_code-contests-sandboxes-traces-terminus-2_seed_43_20251111_041407,0.016883,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_learning-rate_0.001_Qwen3-8B_20251111_095342,0.015560,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-32B_20251112_065343,0.014897,208
DCAgent_dev_set_71_tasks_mlfoundations-dev_stackexchange-overflow-sandboxes-traces-terminus-2_20251112_185512,0.014482,197
DCAgent_dev_set_71_tasks_DCAgent_neulab-codeactinstruct-sandboxes-traces-terminus-2_Qwen3-8B_20251112_152305,0.013495,131
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_learning-rate_0.0001_20251112_185521,0.012791,178
DCAgent_dev_set_71_tasks_DCAgent_code_contests_new_questions_gpt-5-mini_Qwen3-8B_20251112_152140,0.012690,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_global-batch-size_32_20251111_235400,0.011764,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_warmup-ratio_0.0_Qwen3-8B_20251111_104918,0.011412,208
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.95_Qwen3-8B_20251111_223242,0.011337,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.08_20251111_125347,0.009522,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_16384_20251111_101502,0.009328,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_learning-rate_0.001_Qwen3-8B_20251111_040044,0.009132,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_weight-decay_0.0_Qwen3-8B_20251111_153212,0.007989,209
DCAgent_dev_set_71_tasks_mlfoundations-dev_nemo-prism-math-sandboxes-traces-terminus-2_20251112_120508,0.007349,209
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_num-train-epochs_9.0_Qwen3-8B_20251112_000711,0.007309,208
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-16ep_20251112_134650,0.005892,207
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_max-grad-norm_0.05_Qwen3-8B_20251112_000139,0.005614,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_adam-beta1_0.93_20251111_100947,0.003749,210
DCAgent_dev_set_71_tasks_mlfoundations-dev_staqc-sandboxes-traces-terminus-2_20251111_044719,0.001795,210
DCAgent_dev_set_71_tasks_DCAgent_code-contests-sandboxes-traces-terminus-2_cutoff-len_4096_20251112_034456,0.001467,210
DCAgent_dev_set_71_tasks_DCAgent_freelancer-t256s-32ep_Qwen3-8B_20251111_144847,0.000535,210
DCAgent_dev_set_71_tasks_DCAgent_staqc-sandboxes-traces-terminus-2_Qwen3-1-7B_20251112_145550,,17
DCAgent_dev_set_71_tasks_DCAgent_taskmaster2-banana_20251112_002245,,0
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