task_id stringlengths 10 25 | title stringlengths 1 79 | category stringclasses 18
values | difficulty stringclasses 4
values | has_generator bool 1
class | ablation_scores stringlengths 82 127 ⌀ | tni float32 -2 2 ⌀ | classification stringclasses 4
values |
|---|---|---|---|---|---|---|---|
P6_license_check | License Check | Policy | easy | true | {"oracle":0.2866666667,"restricted":0.19,"team":1.0,"team_no_plan":0.19,"team_no_verify":1.0} | 2 | TEAM-HELPS |
P7_data_retention | Data Retention | Policy | medium | true | {"oracle":0.2966666667,"restricted":0.26,"team":1.0,"team_no_plan":0.0,"team_no_verify":1.0} | null | TEAM-HELPS |
P8_access_control | Access Control | Policy | hard | true | {"oracle":0.3,"restricted":0.3,"team":0.4,"team_no_plan":0.4,"team_no_verify":0.4} | null | TEAM-HELPS |
PIPE1_etl_fix | Etl Fix | Pipeline | medium | true | {"oracle":0.2433333333,"restricted":0.12,"team":0.2433333333,"team_no_plan":0.2133333333,"team_no_verify":0.2433333333} | 1 | HIGH-TNI |
PIPE2_api_gateway | Api Gateway | Pipeline | medium | true | {"oracle":0.92,"restricted":0.92,"team":0.0,"team_no_plan":0.92,"team_no_verify":1.0} | null | TEAM-HURTS |
PIPE2_data_pipeline | Data Pipeline | Pipeline | hard | true | {"oracle":0.8,"restricted":0.8,"team":0.8,"team_no_plan":0.8,"team_no_verify":0.8} | null | NEUTRAL |
PIPE3_msg_queue | Msg Queue | Pipeline | hard | true | {"oracle":0.77,"restricted":0.77,"team":0.0,"team_no_plan":0.62,"team_no_verify":0.85} | null | TEAM-HURTS |
PIPE3_stream_processing | Stream Processing | Pipeline | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":0.0,"team_no_verify":1.0} | null | NEUTRAL |
PIPE4_ci_cd | Ci Cd | Pipeline | medium | true | {"oracle":0.93,"restricted":0.93,"team":1.0,"team_no_plan":0.93,"team_no_verify":1.0} | null | TEAM-HELPS |
S1_hidden_spec | Hidden Spec | Software Eng. | hard | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
S2_dependency_conflict | Dependency Conflict | Software Eng. | hard | true | {"oracle":0.25,"restricted":0.25,"team":0.0,"team_no_plan":0.25,"team_no_verify":0.25} | null | TEAM-HURTS |
S3_refactor_extract | Refactor Extract | Software Eng. | hard | true | {"oracle":0.17,"restricted":0.17,"team":0.17,"team_no_plan":0.17,"team_no_verify":0.0} | null | NEUTRAL |
S4_backward_compat | Backward Compat | Software Eng. | hard | true | {"oracle":0.21,"restricted":0.21,"team":0.21,"team_no_plan":0.21,"team_no_verify":0.29} | null | NEUTRAL |
S5_error_handling | Error Handling | Software Eng. | medium | true | {"oracle":0.0666666667,"restricted":0.0233333333,"team":0.11,"team_no_plan":0.11,"team_no_verify":0.0433333333} | null | TEAM-HELPS |
S6_caching | Caching | Software Eng. | hard | true | {"oracle":0.0,"restricted":0.62,"team":0.0,"team_no_plan":0.62,"team_no_verify":0.62} | 1 | TEAM-HURTS |
S7_env_config | Env Config | Software Eng. | easy | true | {"oracle":0.2366666667,"restricted":0.2366666667,"team":0.2866666667,"team_no_plan":0.2366666667,"team_no_verify":0.2866666667} | null | TEAM-HELPS |
SCALE1_codebase_migration | Codebase Migration | Software Eng. | expert | true | {"oracle":0.19,"restricted":0.19,"team":0.2366666667,"team_no_plan":0.2133333333,"team_no_verify":0.2366666667} | null | NEUTRAL |
SEC1_vuln_patch | Vuln Patch | Security | hard | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
SEC2_auth_bypass | Auth Bypass | Security | hard | true | {"oracle":0.9,"restricted":0.6,"team":0.7,"team_no_plan":0.9,"team_no_verify":0.7} | 0.3333 | HIGH-TNI |
SEC3_crypto_upgrade | Crypto Upgrade | Security | hard | true | {"oracle":0.2833333333,"restricted":0.18,"team":0.3066666667,"team_no_plan":0.2566666667,"team_no_verify":0.18} | 1.2258 | HIGH-TNI |
SEC4_input_validation | Input Validation | Security | hard | true | {"oracle":0.31,"restricted":0.31,"team":0.0,"team_no_plan":0.31,"team_no_verify":0.38} | null | TEAM-HURTS |
SEC5_secrets_rotation | Secrets Rotation | Security | hard | true | {"oracle":0.3066666667,"restricted":0.23,"team":0.64,"team_no_plan":0.0,"team_no_verify":1.0} | 2 | TEAM-HELPS |
SEC6_csrf_protection | Csrf Protection | Security | medium | true | {"oracle":0.85,"restricted":0.46,"team":0.46,"team_no_plan":0.77,"team_no_verify":0.54} | 0 | NEUTRAL |
SEC7_rate_limiting | Rate Limiting | Security | hard | true | {"oracle":0.47,"restricted":0.53,"team":0.6,"team_no_plan":0.33,"team_no_verify":0.67} | -1.1667 | TEAM-HELPS |
SEC8_dependency_audit | Dependency Audit | Security | expert | true | {"oracle":0.83,"restricted":0.92,"team":0.92,"team_no_plan":0.83,"team_no_verify":0.67} | 0 | NEUTRAL |
SEC9_vuln_triage | Vuln Triage | Security | hard | true | {"oracle":0.77,"restricted":0.69,"team":0.0,"team_no_plan":0.62,"team_no_verify":0.77} | -2 | TEAM-HURTS |
SPEC1_feature_impl | Feature Impl | Software Eng. | hard | true | {"oracle":0.45,"restricted":0.45,"team":0.0,"team_no_plan":0.09,"team_no_verify":0.09} | null | TEAM-HURTS |
SPEC2_api_design | Api Design | Specification | medium | true | {"oracle":0.75,"restricted":0.67,"team":0.67,"team_no_plan":0.67,"team_no_verify":0.75} | 0 | NEUTRAL |
SPEC3_data_model | Data Model | Specification | medium | true | {"oracle":0.262,"restricted":0.0,"team":0.262,"team_no_plan":0.0,"team_no_verify":0.0} | 1 | HIGH-TNI |
SPEC4_migration | Migration | Data Engineering | hard | true | {"oracle":0.0,"restricted":0.85,"team":0.85,"team_no_plan":0.85,"team_no_verify":0.85} | 0 | NEUTRAL |
SPEC5_config_system | Config System | Specification | hard | true | {"oracle":0.4566666667,"restricted":0.0,"team":0.4566666667,"team_no_plan":0.0,"team_no_verify":0.0} | 1 | HIGH-TNI |
SPEC6_rfc_impl | Rfc Impl | Software Eng. | hard | true | {"oracle":0.95,"restricted":0.95,"team":1.0,"team_no_plan":0.95,"team_no_verify":1.0} | null | TEAM-HELPS |
SPEC7_config_schema | Config Schema | Software Eng. | hard | true | {"oracle":1.0,"restricted":0.9167,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | 1 | TEAM-HELPS |
SQL1_query_repair | Query Repair | Data Engineering | medium | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
SQL2_query_optimize | Query Optimize | Data Engineering | hard | true | {"oracle":0.47,"restricted":0.87,"team":0.87,"team_no_plan":0.47,"team_no_verify":0.47} | 0 | NEUTRAL |
SYNTH1_distributed_debug | Distributed Debug | Distributed Systems | expert | true | {"oracle":0.09,"restricted":0.09,"team":0.1833333333,"team_no_plan":0.06,"team_no_verify":0.15} | null | TEAM-HELPS |
TEST1_spec_to_tests | Spec To Tests | Testing | medium | true | {"oracle":0.2333333333,"restricted":0.1,"team":0.2666666667,"team_no_plan":0.2333333333,"team_no_verify":0.2666666667} | 1.25 | HIGH-TNI |
TEST2_regression | Regression | Testing | hard | true | {"oracle":0.0,"restricted":0.0,"team":0.6666666667,"team_no_plan":0.5766666667,"team_no_verify":1.0} | null | TEAM-HELPS |
TEST3_integration | Integration | Testing | hard | true | {"oracle":0.0,"restricted":0.0,"team":0.3066666667,"team_no_plan":0.2766666667,"team_no_verify":0.2766666667} | null | TEAM-HELPS |
TEST4_property | Property | Testing | hard | true | {"oracle":0.2866666667,"restricted":0.0,"team":0.2866666667,"team_no_plan":0.2866666667,"team_no_verify":0.2866666667} | 1 | HIGH-TNI |
TEST5_mutation_resistant | Mutation Resistant | Testing | hard | true | {"oracle":0.2233333333,"restricted":0.2233333333,"team":0.2766666667,"team_no_plan":0.2766666667,"team_no_verify":0.3066666667} | null | TEAM-HELPS |
TEST6_property_based | Property Based | Testing | hard | true | {"oracle":0.3,"restricted":0.1,"team":0.6666666667,"team_no_plan":0.1,"team_no_verify":1.0} | 2 | HIGH-TNI |
TEST7_integration_suite | Integration Suite | Testing | hard | true | {"oracle":0.0,"restricted":0.2666666667,"team":1.0,"team_no_plan":0.2666666667,"team_no_verify":1.0} | -2 | TEAM-HELPS |
TEST8_unit_basic | Unit Basic | Testing | easy | true | {"oracle":0.75,"restricted":0.75,"team":0.88,"team_no_plan":0.88,"team_no_verify":0.88} | null | TEAM-HELPS |
TEST9_mock_service | Mock Service | Testing | medium | true | {"oracle":0.2966666667,"restricted":0.0,"team":0.3333333333,"team_no_plan":0.26,"team_no_verify":1.0} | 1.1236 | HIGH-TNI |
TRAP1_spec_conflict | Spec Conflict | Adversarial | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
TRAP2_false_fix | 8 reported bugs: 5 genuine bugs + 3 intentional design choices per ARCHITECTURE | Adversarial | hard | true | {"oracle":1.0,"restricted":0.9166666667,"team":1.0,"team_no_plan":1.0,"team_no_verify":0.7916666667} | 1 | TEAM-HELPS |
TRAP3_metric_mirage | Metric Mirage | Operations | expert | true | {"oracle":0.4,"restricted":0.4,"team":0.6,"team_no_plan":0.4,"team_no_verify":0.4} | null | TEAM-HELPS |
TRAP4_version_paradox | v2->v3 migration; 2/6 patterns must remain as shims for vendored dependency | Adversarial | hard | true | {"oracle":0.5533333333,"restricted":0.3033333333,"team":0.5266666667,"team_no_plan":0.5533333333,"team_no_verify":0.3033333333} | 0.8933 | HIGH-TNI |
TRAP5_security_theater | Security Theater | Adversarial | hard | true | {"oracle":0.71,"restricted":0.71,"team":0.71,"team_no_plan":0.71,"team_no_verify":0.79} | null | NEUTRAL |
TRAP6_deprecated_api | Deprecated Api | Adversarial | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":0.0,"team_no_verify":1.0} | null | NEUTRAL |
TRAP7_test_pollution | Test Pollution | Adversarial | hard | true | {"oracle":0.8,"restricted":0.8,"team":0.8,"team_no_plan":0.8,"team_no_verify":0.8} | null | NEUTRAL |
TRAP8_config_override | Config Override | Adversarial | hard | true | {"oracle":0.9,"restricted":0.9,"team":0.9,"team_no_plan":0.9,"team_no_verify":0.9} | null | NEUTRAL |
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