Datasets:
Formats:
csv
Size:
1K - 10K
Tags:
tabular
long-context-language-modeling
multi-head-attention
knowledge-graphs
neuro-symbolic-learning
causal-intervention
License:
| section,condition,metric,value,unit,gate,source_file | |
| frontier,Q10,groups_replaced,39,count,,raw/frontier/q10.json | |
| frontier,Q10,replacement_fraction,0.1015625,fraction,>=0.25 for promotion,raw/frontier/q10.json | |
| frontier,Q10,aggregate_ppl_ratio,0.9999089129409777,ratio,<=1.03,raw/frontier/q10.json | |
| frontier,Q10,late_ppl_ratio,0.9997079695845136,ratio,<=1.05,raw/frontier/q10.json | |
| frontier,Q10,typed_execution,0.9685,accuracy,>=0.95,raw/frontier/q10.json | |
| frontier,Q10,core_throughput_ratio,1.0252403715930776,ratio,>=0.95,raw/frontier/q10.json | |
| frontier,Q20,groups_replaced,77,count,,raw/frontier/q20.json | |
| frontier,Q20,replacement_fraction,0.20052083333333334,fraction,>=0.25 for promotion,raw/frontier/q20.json | |
| frontier,Q20,aggregate_ppl_ratio,1.000037316129151,ratio,<=1.03,raw/frontier/q20.json | |
| frontier,Q20,late_ppl_ratio,0.9994696495075682,ratio,<=1.05,raw/frontier/q20.json | |
| frontier,Q20,typed_execution,0.9665,accuracy,>=0.95,raw/frontier/q20.json | |
| frontier,Q20,core_throughput_ratio,1.0339449787611956,ratio,>=0.95,raw/frontier/q20.json | |
| frontier,Q25,groups_replaced,96,count,,raw/frontier/q25.json | |
| frontier,Q25,replacement_fraction,0.25,fraction,>=0.25 for promotion,raw/frontier/q25.json | |
| frontier,Q25,aggregate_ppl_ratio,0.9999388623918676,ratio,<=1.03,raw/frontier/q25.json | |
| frontier,Q25,late_ppl_ratio,0.9993893766212806,ratio,<=1.05,raw/frontier/q25.json | |
| frontier,Q25,typed_execution,0.9995,accuracy,>=0.95,raw/frontier/q25.json | |
| frontier,Q25,core_throughput_ratio,0.9843666476918135,ratio,>=0.95,raw/frontier/q25.json | |
| frontier,Q30,groups_replaced,115,count,,raw/frontier/q30.json | |
| frontier,Q30,replacement_fraction,0.2994791666666667,fraction,>=0.25 for promotion,raw/frontier/q30.json | |
| frontier,Q30,aggregate_ppl_ratio,1.231681966831007,ratio,<=1.03,raw/frontier/q30.json | |
| frontier,Q30,late_ppl_ratio,1.3780701501669157,ratio,<=1.05,raw/frontier/q30.json | |
| frontier,Q30,typed_execution,1.0,accuracy,>=0.95,raw/frontier/q30.json | |
| frontier,Q30,core_throughput_ratio,0.9392739975057925,ratio,>=0.95,raw/frontier/q30.json | |
| q25_ppl_postreview,aggregate,ppl_ratio,1.0014634161587161,ratio,upper 95% CI <1.03,raw/postreview/q25_confirmation.json | |
| q25_ppl_postreview,aggregate,ppl_ratio_lower_95,1.0013146459959361,ratio,,raw/postreview/q25_confirmation.json | |
| q25_ppl_postreview,aggregate,ppl_ratio_upper_95,1.0016112211164634,ratio,<1.03,raw/postreview/q25_confirmation.json | |
| q25_ppl_postreview,0-2048,ppl_ratio,1.000426001591288,ratio,<=1.05 late,raw/postreview/q25_confirmation.json | |
| q25_ppl_postreview,2048-4096,ppl_ratio,1.0014170876799071,ratio,<=1.05 late,raw/postreview/q25_confirmation.json | |
| q25_ppl_postreview,4096-8192,ppl_ratio,1.0020058363001705,ratio,<=1.05 late,raw/postreview/q25_confirmation.json | |
| q25_language_postreview,ar,ppl_ratio,1.0007953605165114,ratio,<=1.05,raw/postreview/q25_confirmation.json | |
| q25_language_postreview,de,ppl_ratio,1.001623872638894,ratio,<=1.05,raw/postreview/q25_confirmation.json | |
| q25_language_postreview,en,ppl_ratio,1.0012897886831786,ratio,<=1.05,raw/postreview/q25_confirmation.json | |
| q25_language_postreview,es,ppl_ratio,1.0012459933881799,ratio,<=1.05,raw/postreview/q25_confirmation.json | |
| q25_language_postreview,zh,ppl_ratio,1.0015464123814795,ratio,<=1.05,raw/postreview/q25_confirmation.json | |
| causal,correct,accuracy,0.9995,accuracy,,raw/frontier/q25.json | |
| causal,correct,mean_margin_vs_zero,0.2550610899925232,margin,,raw/frontier/q25.json | |
| causal_confirmation,correct,accuracy,0.999,accuracy,,raw/postreview/q25_confirmation.json | |
| causal,untyped,accuracy,0.179,accuracy,,raw/frontier/q25.json | |
| causal,untyped,mean_margin_vs_zero,-0.0006964647327549756,margin,,raw/frontier/q25.json | |
| causal_confirmation,untyped,accuracy,0.187,accuracy,,raw/postreview/q25_confirmation.json | |
| causal,wrong_role,accuracy,0.0,accuracy,,raw/frontier/q25.json | |
| causal,wrong_role,mean_margin_vs_zero,-0.2559249997138977,margin,,raw/frontier/q25.json | |
| causal_confirmation,wrong_role,accuracy,0.0,accuracy,,raw/postreview/q25_confirmation.json | |
| causal,wrong_event,accuracy,0.1145,accuracy,,raw/frontier/q25.json | |
| causal,wrong_event,mean_margin_vs_zero,0.0,margin,,raw/frontier/q25.json | |
| causal_confirmation,wrong_event,accuracy,0.1335,accuracy,,raw/postreview/q25_confirmation.json | |
| causal,random,accuracy,0.1145,accuracy,,raw/frontier/q25.json | |
| causal,random,mean_margin_vs_zero,0.0,margin,,raw/frontier/q25.json | |
| causal_confirmation,random,accuracy,0.1335,accuracy,,raw/postreview/q25_confirmation.json | |
| causal,zero,accuracy,0.1145,accuracy,,raw/frontier/q25.json | |
| causal,zero,mean_margin_vs_zero,0.0,margin,,raw/frontier/q25.json | |
| causal_confirmation,zero,accuracy,0.1335,accuracy,,raw/postreview/q25_confirmation.json | |
| causal_attribution,correct,matched_capacity_marginal_mean,-8.118145342450589e-05,margin,95% CI must exclude zero,raw/replication/q25_replications.json | |
| causal_attribution,correct,matched_capacity_marginal_lower_95,-0.00023968867026269436,margin,,raw/replication/q25_replications.json | |
| causal_attribution,correct,matched_capacity_marginal_upper_95,7.799099694238976e-05,margin,,raw/replication/q25_replications.json | |
| replication,original,expanded_ppl_ratio,1.0014634161587161,ratio,upper 95% CI <1.03,raw/replication/q25_replications.json | |
| replication,original,expanded_typed,0.999,accuracy,>=0.95,raw/replication/q25_replications.json | |
| replication,original,expanded_untyped,0.187,accuracy,,raw/replication/q25_replications.json | |
| replication,original,matched_capacity_marginal_mean,-8.118145342450589e-05,margin,95% CI must exclude zero,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260777,expanded_ppl_ratio,1.0013051380076936,ratio,upper 95% CI <1.03,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260777,expanded_typed,0.9935,accuracy,>=0.95,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260777,expanded_untyped,0.191,accuracy,,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260777,matched_capacity_marginal_mean,0.00013299021520651877,margin,95% CI must exclude zero,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260791,expanded_ppl_ratio,1.0014123009914193,ratio,upper 95% CI <1.03,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260791,expanded_typed,0.994,accuracy,>=0.95,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260791,expanded_untyped,0.192,accuracy,,raw/replication/q25_replications.json | |
| replication,fresh_seed_20260791,matched_capacity_marginal_mean,-3.4817545383702964e-05,margin,95% CI must exclude zero,raw/replication/q25_replications.json | |
| runtime,Q25,throughput_ratio,0.9843666476918135,ratio,>=0.95,raw/frontier/q25.json | |
| runtime,Q25,peak_allocation_ratio,0.9997919067191773,ratio,<=1.00,raw/frontier/q25.json | |
| runtime,Q25,global_kv_retained,0.75,fraction,<=0.80,raw/frontier/q25.json | |
| runtime,Q25,token_kv_bytes,629145600,bytes,,raw/postreview/q25_confirmation.json | |
| runtime,Q25,token_kv_reduction,0.21875,fraction,,raw/postreview/q25_confirmation.json | |
| cached_runtime,batch_1,decode_throughput_ratio,1.0025517041888306,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_1,prefill_throughput_ratio,0.9263008429955861,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_1,persistent_kv_ratio,0.78125,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_4,decode_throughput_ratio,1.1784115948125533,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_4,prefill_throughput_ratio,1.0179303066424417,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_4,persistent_kv_ratio,0.78125,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_8,decode_throughput_ratio,1.2187408554168933,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_8,prefill_throughput_ratio,1.0150799420381769,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_8,persistent_kv_ratio,0.78125,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_16,decode_throughput_ratio,1.2367898816648804,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_16,prefill_throughput_ratio,0.9938475982700953,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| cached_runtime,batch_16,persistent_kv_ratio,0.78125,ratio,,raw/reproducibility/q25_cached_decode_profile.json | |
| external_natural,external_v3,raw_execution,0.9105,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,authoritative_execution,0.9826689774696707,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,authoritative_coverage,0.7972814623857511,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,wrong_authoritative_rate,0.01733102253032929,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,carrier_edge_macro_f1,0.9209658892559601,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,invalid_programs,0,count,,raw/external/natural_carrier.json | |
| external_natural,external_v3,r12_typed_retrieval,1.0,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,r12_untyped_retrieval,0.49609375,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,r12_wrong_role,0.0078125,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,r12_wrong_event,0.046875,rate,,raw/external/natural_carrier.json | |
| external_natural,external_v3,r12_random_carrier,0.0,rate,,raw/external/natural_carrier.json | |
| evidence,hash_locked_800,macro_decision_accuracy,1.0,accuracy,>=0.95,raw/external/evidence_decisions.json | |
| evidence,hash_locked_800,proof_correctness,1.0,accuracy,=1.00,raw/external/evidence_decisions.json | |
| evidence,hash_locked_800,paired_identical_agreement,1.0,agreement,=1.00,raw/external/evidence_decisions.json | |
| negative_result,Whole-layer graph-only R12,reported_result,aggregate 1.342165; late 1.747375,text,Failed true-8k preservation,raw/negative or raw/frontier/q30.json | |
| negative_result,Sparse residual oracle,reported_result,aggregate 1.314621; late 1.679730,text,Failed oracle gate,raw/negative or raw/frontier/q30.json | |
| negative_result,Fixed-basis kernel audit,reported_result,window overlap 0.705307; language overlap 0.697986,text,Rejected before training,raw/negative or raw/frontier/q30.json | |
| negative_result,"Dynamic low-rank oracle, rank 32",reported_result,aggregate 1.374504; late 1.753119,text,Failed oracle gate,raw/negative or raw/frontier/q30.json | |
| negative_result,Q30 head quotient,reported_result,aggregate 1.231682; late 1.378070,text,Failed frontier,raw/negative or raw/frontier/q30.json | |