# Comprehensive Data Identification Test Cases for SciVisAgentBench # This test evaluates the ability to identify and understand data content # without prior knowledge from metadata or naming patterns # 1. Aneurism Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/aneurism/data/aneurism_256x256x256_uint8.raw". Use visualization tools to determine what object or structure is contained in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/aneurism/results/{agent_mode}/aneurism.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/aneurism/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | The assistant should identify the data shows an aneurism or vascular structure - type: llm-rubric subtype: vision value: | The visualization image shows an aneurism or vascular structure with a reasonable transfer function, and the object is shown clearly # 2. Backpack Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/backpack/data/backpack_512x512x373_uint16.raw". Use visualization tools to determine what object is contained in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/backpack/results/{agent_mode}/backpack.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/backpack/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | The assistant should identify that the data shows a backpack - type: llm-rubric subtype: vision value: | The visualization image shows a backpack with a reasonable transfer function, and the object is shown clearly # 3. Blunt Fin Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/blunt_fin/data/blunt_fin_256x128x64_uint8.raw". Use visualization tools to determine what object or structure is in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/blunt_fin/results/{agent_mode}/blunt_fin.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/blunt_fin/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | The assistant should identify a fin or aerodynamic strcuture or simulation result in the data - type: llm-rubric subtype: vision value: | The visualization image shows a fin or aerodynamic strcuture or simulation result in the data with a reasonable transfer function, and the object is shown clearly # 4. Bonsai Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/bonsai/data/bonsai_256x256x256_uint8.raw". Use visualization tools to determine what object is contained in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/bonsai/results/{agent_mode}/bonsai.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/bonsai/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a bonsai tree or botanical structure in the data - type: llm-rubric subtype: vision value: | The visualization image shows a bonsai tree or botanical structure in the data with a reasonable transfer function, and the object is shown clearly # 5. Boston Teapot Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/boston_teapot/data/boston_teapot_256x256x178_uint8.raw". Use visualization tools to determine what object is in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/boston_teapot/results/{agent_mode}/boston_teapot.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/boston_teapot/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a teapot in the visualization - type: llm-rubric subtype: vision value: | The visualization image shows a teapot in the visualization with a reasonable transfer function, and the object is shown clearly # 6. Bunny Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/bunny/data/bunny_512x512x361_uint16.raw". Use visualization tools to determine what object is in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/bunny/results/{agent_mode}/bunny.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/bunny/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a bunny or rabbit in the 3D scanned data - type: llm-rubric subtype: vision value: | The visualization image shows a bunny or rabbit in the 3D scanned data with a reasonable transfer function, and the object is shown clearly # 7. Carp Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/carp/data/carp_256x256x512_uint16.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/carp/results/{agent_mode}/carp.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/carp/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a carp or fish anatomy - type: llm-rubric subtype: vision value: | The visualization image shows a carp or fish anatomy with a reasonable transfer function, and the object is shown clearly # 8. Engine Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/engine/data/engine_256x256x128_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/engine/results/{agent_mode}/engine.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/engine/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify an engine or mechanical components - type: llm-rubric subtype: vision value: | The visualization image shows an engine or mechanical components with a reasonable transfer function, and the object is shown clearly # 9. Foot Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/foot/data/foot_256x256x256_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/foot/results/{agent_mode}/foot.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/foot/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a foot with bone and tissue structures - type: llm-rubric subtype: vision value: | The visualization image shows a foot with bone and tissue structures with a reasonable transfer function, and the object is shown clearly # 10. Frog Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/frog/data/frog_256x256x44_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/frog/results/{agent_mode}/frog.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/frog/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a frog specimen with internal anatomy - type: llm-rubric subtype: vision value: | The visualization image shows a frog specimen with internal anatomy with a reasonable transfer function, and the object is shown clearly # 11. Fuel Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/fuel/data/fuel_64x64x64_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/fuel/results/{agent_mode}/fuel.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/fuel/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify fuel combustion or related simulation - type: llm-rubric subtype: vision value: | The visualization image shows fuel combustion or related simulation with a reasonable transfer function, and the object is shown clearly # 12. Hydrogen Atom Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/hydrogen_atom/data/hydrogen_atom_128x128x128_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/hydrogen_atom/results/{agent_mode}/hydrogen_atom.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/hydrogen_atom/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should recognize hydrogen atom orbital or probability distribution - type: llm-rubric subtype: vision value: | The visualization image shows hydrogen atom orbital or probability distribution with a reasonable transfer function, and the object is shown clearly # 13. Lobster Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/lobster/data/lobster_301x324x56_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/lobster/results/{agent_mode}/lobster.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/lobster/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a lobster or crustacean anatomy - type: llm-rubric subtype: vision value: | The visualization image shows a lobster or crustacean anatomy with a reasonable transfer function, and the object is shown clearly # 14. MRI Ventricles Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/mri_ventricles/data/mri_ventricles_256x256x124_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/mri_ventricles/results/{agent_mode}/mri_ventricles.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/mri_ventricles/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify brain ventricles or ventricular structures - type: llm-rubric subtype: vision value: | The visualization image shows brain ventricles or ventricular structures with a reasonable transfer function, and the object is shown clearly # 15. MRI Woman Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/mri_woman/data/mri_woman_256x256x109_uint16.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/mri_woman/results/{agent_mode}/mri_woman.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/mri_woman/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify human anatomical structures from MRI scan - type: llm-rubric subtype: vision value: | The visualization image shows human anatomical structures from MRI scan with a reasonable transfer function, and the object is shown clearly # 16. MRT Angio Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/mrt_angio/data/mrt_angio_416x512x112_uint16.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/mrt_angio/results/{agent_mode}/mrt_angio.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/mrt_angio/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify angiography or vascular structures - type: llm-rubric subtype: vision value: | The visualization image shows angiography or vascular structures with a reasonable transfer function, and the object is shown clearly # 17. Neocortical Layer 1 Axons Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/neocortical_layer_1_axons/data/neocortical_layer_1_axons_1464x1033x76_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/neocortical_layer_1_axons/results/{agent_mode}/neocortical_layer_1_axons.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/neocortical_layer_1_axons/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify neural axons or neocortical network structures - type: llm-rubric subtype: vision value: | The visualization image shows neural axons or neocortical network structures with a reasonable transfer function, and the object is shown clearly # 18. Nucleon Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/nucleon/data/nucleon_41x41x41_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/nucleon/results/{agent_mode}/nucleon.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/nucleon/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should visualize nucleon or particle physics data - type: llm-rubric subtype: vision value: | Should visualize nucleon or particle physics data with a reasonable transfer function, and the object is shown clearly # 19. Pancreas Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/pancreas/data/pancreas_240x512x512_int16.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/pancreas/results/{agent_mode}/pancreas.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/pancreas/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify pancreas or pancreatic anatomy - type: llm-rubric subtype: vision value: | The visualization image shows pancreas or pancreatic anatomy with a reasonable transfer function, and the object is shown clearly # 20. Silicium Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/silicium/data/silicium_98x34x34_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/silicium/results/{agent_mode}/silicium.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/silicium/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify silicon crystal or material structure - type: llm-rubric subtype: vision value: | The visualization image shows silicon crystal or material structure with a reasonable transfer function, and the object is shown clearly # 21. Skull Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/skull/data/skull_256x256x256_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/skull/results/{agent_mode}/skull.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/skull/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | 1. Should identify skull or cranial bone structures - type: llm-rubric subtype: vision value: | 1. Should identify skull or cranial bone structures # 22. Statue Leg Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/statue_leg/data/statue_leg_341x341x93_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/statue_leg/results/{agent_mode}/statue_leg.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/statue_leg/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify a statue leg or sculptural form - type: llm-rubric subtype: vision value: | The visualization image shows a statue leg or sculptural form with a reasonable transfer function, and the object is shown clearly # 23. Stent Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/stent/data/stent_512x512x174_uint16.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/stent/results/{agent_mode}/stent.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/stent/results/{agent_mode}/answers.txt" assert: - type: llm-rubric value: | Should identify a stent or medical device mesh structure # 24. Supernova Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/supernova/data/supernova_256x256x256_float32.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/supernova/results/{agent_mode}/supernova.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/supernova/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify supernova or astrophysical explosion simulation - type: llm-rubric subtype: vision value: | The visualization image shows supernova or astrophysical explosion simulation with a reasonable transfer function, and the object is shown clearly # 25. Tooth Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/tooth/data/tooth_103x94x161_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/tooth/results/{agent_mode}/tooth.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/tooth/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify tooth or dental anatomy - type: llm-rubric subtype: vision value: | The visualization image shows tooth or dental anatomy with a reasonable transfer function, and the object is shown clearly # 26. Tornado Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/tornado/data/tornado_64x64x64_float32_scalar3.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/tornado/results/{agent_mode}/tornado.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/tornado/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify tornado or vortex flow pattern - type: llm-rubric subtype: vision value: | The visualization image shows tornado or vortex flow pattern with a reasonable transfer function, and the object is shown clearly # 27. Visible Male Dataset - vars: question: | Clear the ParaView pipeline and load the data file "../SciVisAgentBench-tasks/sci_volume_data/vis_male/data/vis_male_128x256x256_uint8.raw". Use visualization tools to examine what is shown in this dataset. Save the 1280*1280 visualization image as "../SciVisAgentBench-tasks/sci_volume_data/vis_male/results/{agent_mode}/vis_male.png" Provide a textual report identifying what you observe and save it to "../SciVisAgentBench-tasks/sci_volume_data/vis_male/results/{agent_mode}/answers.txt" assert: - type: llm-rubric subtype: text value: | Should identify human anatomical structures - type: llm-rubric subtype: vision value: | The visualization image shows human anatomical structures with a reasonable transfer function, and the object is shown clearly