Datasets:
Formats:
parquet
Size:
10K - 100K
ArXiv:
Tags:
robustness
adversarial-evaluation
prompt-injection
decision-models
multimodal
arxiv:2610.19118
File size: 3,715 Bytes
f4dcec8 600e9fb 8b6bac5 600e9fb 8b6bac5 600e9fb a8ad58a 600e9fb 8b6bac5 600e9fb a8ad58a 600e9fb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 | > This page describes curated data. Full counts and quality scope: [full.md](full.md).
# Composition
Counts are candidates / unique original questions. Original counts overlap between configurations.
## text_adversarial_curated
| 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
| 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
| 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
| 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
| 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 |
|