| # Composition |
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| Counts are candidates / unique original questions. Original counts overlap between configurations. |
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| ## text_adversarial_curated |
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| | Source | Scenario | Candidates | Originals | |
| |---|---|---:|---:| |
| | aegis2 | filtering | 7 | 7 | |
| | agent_trace | routing | 5 | 3 | |
| | bfcl | tool_selection | 5 | 5 | |
| | customer_service | routing | 5 | 4 | |
| | esci | retrieval_and_relevance | 5 | 4 | |
| | gui | gui | 5 | 4 | |
| | jev_arm | robotics | 5 | 5 | |
| | jev_fsd | robotics | 15 | 10 | |
| | mmlu | language_and_reasoning | 25 | 21 | |
| | nevir | retrieval_and_relevance | 6 | 5 | |
| | promptshield | filtering | 8 | 7 | |
| | security_incidents | routing | 5 | 4 | |
| | siim | forecasting | 6 | 6 | |
| | skill_router | tool_selection | 4 | 3 | |
| | spam | filtering | 10 | 7 | |
| | sst2 | language_and_reasoning | 25 | 16 | |
| ## text_injection_curated |
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| | Source | Scenario | Candidates | Originals | |
| |---|---|---:|---:| |
| | aegis2 | filtering | 10 | 4 | |
| | agent_trace | routing | 20 | 6 | |
| | bfcl | tool_selection | 58 | 46 | |
| | customer_service | routing | 17 | 11 | |
| | esci | retrieval_and_relevance | 15 | 8 | |
| | gui | gui | 19 | 18 | |
| | jev_arm | robotics | 35 | 31 | |
| | jev_fsd | robotics | 35 | 25 | |
| | mmlu | language_and_reasoning | 50 | 24 | |
| | nevir | retrieval_and_relevance | 2 | 1 | |
| | security_incidents | routing | 11 | 8 | |
| | siim | forecasting | 47 | 26 | |
| | skill_router | tool_selection | 2 | 2 | |
| | spam | filtering | 41 | 26 | |
| | sst2 | language_and_reasoning | 12 | 12 | |
| ## image_perturbation_curated |
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| | Source | Scenario | Candidates | Originals | |
| |---|---|---:|---:| |
| | image_jevbench | financial_tables | 16 | 6 | |
| | image_jevbench | geometry | 2 | 1 | |
| | image_jevbench | screens_apps | 36 | 8 | |
| | image_jevbench | web_tasks | 33 | 11 | |
| | imajev_bench | answerability | 1 | 1 | |
| | imajev_bench | attribute_state | 11 | 9 | |
| | imajev_bench | comparison | 8 | 8 | |
| | imajev_bench | counting | 14 | 7 | |
| | imajev_bench | multi_clause_rule | 8 | 7 | |
| | imajev_bench | multi_step_rule | 3 | 3 | |
| | imajev_bench | rule_exception | 30 | 11 | |
| | imajev_bench | spatial_counting | 8 | 2 | |
| | imajev_bench | spatial_relation | 4 | 4 | |
| | imajev_bench | text_reading | 7 | 5 | |
| | imajev_bench | threshold_rule | 19 | 11 | |
| ## image_overlay_curated |
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| | Source | Scenario | Candidates | Originals | |
| |---|---|---:|---:| |
| | image_jevbench | financial_tables | 12 | 4 | |
| | image_jevbench | geometry | 10 | 6 | |
| | image_jevbench | screens_apps | 16 | 6 | |
| | image_jevbench | web_tasks | 29 | 11 | |
| | imajev_bench | answerability | 2 | 2 | |
| | imajev_bench | attribute_state | 27 | 9 | |
| | imajev_bench | comparison | 2 | 2 | |
| | imajev_bench | counting | 8 | 4 | |
| | imajev_bench | multi_clause_rule | 19 | 8 | |
| | imajev_bench | multi_step_rule | 22 | 8 | |
| | imajev_bench | rule_exception | 33 | 11 | |
| | imajev_bench | spatial_counting | 2 | 2 | |
| | imajev_bench | spatial_relation | 6 | 3 | |
| | imajev_bench | text_reading | 15 | 7 | |
| | imajev_bench | threshold_rule | 20 | 7 | |
| ## image_instruction_curated |
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| | Source | Scenario | Candidates | Originals | |
| |---|---|---:|---:| |
| | image_jevbench | financial_tables | 21 | 8 | |
| | image_jevbench | geometry | 21 | 8 | |
| | image_jevbench | screens_apps | 12 | 4 | |
| | image_jevbench | web_tasks | 21 | 7 | |
| | imajev_bench | answerability | 1 | 1 | |
| | imajev_bench | attribute_state | 4 | 4 | |
| | imajev_bench | comparison | 1 | 1 | |
| | imajev_bench | counting | 8 | 4 | |
| | imajev_bench | multi_clause_rule | 3 | 3 | |
| | imajev_bench | multi_step_rule | 10 | 6 | |
| | imajev_bench | rule_exception | 4 | 3 | |
| | imajev_bench | spatial_counting | 1 | 1 | |
| | imajev_bench | spatial_relation | 2 | 1 | |
| | imajev_bench | text_reading | 6 | 2 | |
| | imajev_bench | threshold_rule | 5 | 4 | |
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