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update statistics

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Files changed (6) hide show
  1. statistics/sheets/SciVisAgentBench_Statistics - bioimage_data.csv +11 -15
  2. statistics/sheets/SciVisAgentBench_Statistics - molecular_vis.csv +13 -15
  3. statistics/sheets/SciVisAgentBench_Statistics - paraview.csv +48 -48
  4. statistics/sheets/SciVisAgentBench_Statistics - sci_volume_data.csv +9 -16
  5. statistics/statistics_report.md +88 -93
  6. statistics/taxonomy.md +7 -8
statistics/sheets/SciVisAgentBench_Statistics - bioimage_data.csv CHANGED
@@ -1,16 +1,12 @@
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
- Napari - Load & Layer Management,Biology,Scalar Field; Multivariate; Time-varying,Task,Dataset Restructuring; Field Computation,2
3
- Napari - 3D/4D Navigation,Biology,Scalar Field; Multivariate; Time-varying,Task,Data Subsetting & Extraction; Temporal Processing,2
4
- Napari - Color & Opacity,Biology,Scalar Field; Multivariate; Time-varying,Task,Color & Opacity Mapping,1
5
- Napari - Contrast Adjustment,Biology,Scalar Field; Multivariate; Time-varying,Task,Color & Opacity Mapping; Data Smoothing & Filtering,2
6
- Napari - Camera Control,Biology,Scalar Field; Multivariate; Time-varying,Task,View & Camera Control; Field Computation,2
7
- Napari - Visibility & Screenshot,Biology,Scalar Field; Multivariate; Time-varying,Task,Data Subsetting & Extraction; View & Camera Control,2
8
- Napari - Annotations,Biology,Scalar Field; Multivariate; Time-varying,Task,Glyph & Marker Placement,1
9
- Napari - Scale Bar & Export,Biology,Scalar Field; Multivariate; Time-varying,Task,Glyph & Marker Placement; View & Camera Control,2
10
- Napari - Export & Cleanup,Biology,Scalar Field; Multivariate; Time-varying,Task,Dataset Restructuring,1
11
- Napari - Error Handling,Biology,Scalar Field; Multivariate; Time-varying,Task,Dataset Restructuring,1
12
- Napari - 3D Rendering,Biology,Scalar Field; Multivariate; Time-varying,Task,Surface & Contour Extraction; Volume Rendering; Dataset Restructuring,3
13
- Napari - Analysis Workflows,Biology,Scalar Field; Multivariate,Workflow,Field Computation; Glyph & Marker Placement; Feature Identification & Segmentation; Dataset Restructuring; Temporal Processing; Data Subsetting & Extraction,6
14
- Napari - Figure Recreation,Biology,Scalar Field; Multivariate,Workflow,Color & Opacity Mapping; Data Smoothing & Filtering; View & Camera Control,3
15
- Napari - Iso Surface Determination,Biology,Scalar Field; Multivariate,Workflow,Surface & Contour Extraction; Volume Rendering; View & Camera Control; Color & Opacity Mapping,4
16
- Napari - Visualization Workflows,Biology,Scalar Field; Multivariate,Workflow,Color & Opacity Mapping; Dataset Restructuring; Data Subsetting & Extraction; View & Camera Control; Surface & Contour Extraction; Volume Rendering; Data Smoothing & Filtering,7
 
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
+ bcell-receptor_multi-channel,Biology,Multivariate; Time-varying,Workflow,Color & Opacity Mapping; Temporal Processing; View & Camera Control; Scientific Insight Derivation,4
3
+ bcell-receptor_ingest-points,Biology,Multivariate,Task,Glyph & Marker Placement; Scientific Insight Derivation,2
4
+ bcell-receptor_ingest-shapes,Biology,Multivariate,Task,Glyph & Marker Placement; Scientific Insight Derivation,2
5
+ bcell-receptor_ingest-labels,Biology,Multivariate,Task,Feature Identification & Segmentation; Scientific Insight Derivation,2
6
+ cortical-neurons_figure-recreation,Biology,Multivariate,Task,Color & Opacity Mapping; View & Camera Control,2
7
+ tooth_iso-surface,Biology,Scalar Fields,Task,Surface & Contour Extraction; View & Camera Control,2
8
+ bcell-receptor_cell-counting,Biology,Scalar Fields,Task,Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation,3
9
+ cortical-neurons_statistics,Biology,Multivariate,Task,Field Computation; Scientific Insight Derivation,2
10
+ cortical-neurons_annotation,Biology,Multivariate,Task,Glyph & Marker Placement,1
11
+ bcell-receptor_cell-trace,Biology,Scalar Fields,Task,Glyph & Marker Placement; View & Camera Control,2
12
+ bcell-receptor_camera-ops,Biology,Multivariate,Task,Color & Opacity Mapping; View & Camera Control,2
 
 
 
 
statistics/sheets/SciVisAgentBench_Statistics - molecular_vis.csv CHANGED
@@ -1,16 +1,14 @@
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
- MD - Load & Basic Representations,Chemistry,Multi-variate,Task,Dataset Restructuring; Glyph & Marker Placement; Surface & Contour Extraction,3
3
- MD - Color by Properties,Chemistry,Multi-variate,Task,Color & Opacity Mapping,1
4
- MD - Region Selection,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Color & Opacity Mapping,2
5
- MD - Multi-Representation,Chemistry,Multi-variate,Task,Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping,3
6
- MD - Advanced Coloring,Chemistry,Multi-variate,Task,Color & Opacity Mapping; Data Subsetting & Extraction,2
7
- MD - Active Site Selection,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Field Computation; Color & Opacity Mapping; View & Camera Control,4
8
- MD - Spatial Queries,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Field Computation; Color & Opacity Mapping,3
9
- MD - Visibility Control,Chemistry,Multi-variate,Task,Data Subsetting & Extraction,1
10
- MD - Residue Selection,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Color & Opacity Mapping,2
11
- MD - Combined Representations,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping,4
12
- MD - Distance-based Selection,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Field Computation; Color & Opacity Mapping,3
13
- MD - Gradient Coloring,Chemistry,Multi-variate,Task,Color & Opacity Mapping; Data Subsetting & Extraction,2
14
- MD - Multi-Criteria Selection,Chemistry,Multi-variate,Task,Data Subsetting & Extraction; Surface & Contour Extraction; Field Computation; Color & Opacity Mapping; Data Sampling & Resolution Control,5
15
- MD - curved-membrane,Chemistry; Biology,Multi-variate,Workflow,Scientific Insight Derivation; Data Subsetting & Extraction; Color & Opacity Mapping; View & Camera Control; Glyph & Marker Placement,5
16
- MD - ras-raf-membrane,Chemistry; Biology,Multi-variate,Workflow,Scientific Insight Derivation; Data Subsetting & Extraction; Color & Opacity Mapping; View & Camera Control; Glyph & Marker Placement,5
 
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
+ 1CRN_licorice,Biology,Scalar Fields,Task,Glyph & Marker Placement; View & Camera Control,2
3
+ 1CRN_cpk-coloring,Biology; Chemistry,Scalar Fields,Task,Color & Opacity Mapping; Glyph & Marker Placement; View & Camera Control,3
4
+ 1CRN_select-carbon,Biology,Scalar Fields,Task,Color & Opacity Mapping; Glyph & Marker Placement; View & Camera Control,3
5
+ 1CRN_color-by-charge,Biology,Scalar Fields,Task,Color & Opacity Mapping; Glyph & Marker Placement; View & Camera Control,3
6
+ 1CRN_select-oxygen,Biology,Scalar Fields,Task,Color & Opacity Mapping; Glyph & Marker Placement; View & Camera Control,3
7
+ 1CRN_select-aromatic,Biology,Scalar Fields,Task,Color & Opacity Mapping; Glyph & Marker Placement; View & Camera Control,3
8
+ 1CRN_rmsd-rmsf,Biology,Scalar Fields,Task,Field Computation,1
9
+ 1CRN_radius-gyration,Biology,Scalar Fields,Task,Field Computation,1
10
+ 1CRN_distance-angles,Biology,Scalar Fields,Task,Field Computation,1
11
+ 1CRN_contacts,Biology,Scalar Fields,Task,Field Computation,1
12
+ ras-raf-membrane,Biology,Scalar Fields,Workflow,Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation,4
13
+ curved-membrane,Biology,Scalar Fields,Workflow,Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation,4
14
+ trajectory-inspection,Biology,Time-varying,Workflow,Temporal Processing; Plot & Chart Generation; View & Camera Control; Scientific Insight Derivation,4
 
 
statistics/sheets/SciVisAgentBench_Statistics - paraview.csv CHANGED
@@ -1,49 +1,49 @@
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
- ABC,Physics,Scalar Fields; Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control; Field Computation,6
3
- argon-bubble,Chemistry,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
4
- Bernard,Physics,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
5
- bonsai,Biology,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
6
- carp,Biology,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
7
- chameleon_isosurface,Biology,Scalar Fields,Workflow,Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,3
8
- crayfish_streamline,Biology,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
9
- engine,Physics,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
10
- foot,Medical Science,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
11
- lobster,Biology,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
12
- mhd-magfield_streamribbon,Physics,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
13
- mhd-turbulence_pathline,Physics,Vector Fields; Time-varying,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
14
- mhd-turbulence_pathribbon,Physics,Vector Fields; Time-varying,Workflow,Temporal Processing; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
15
- mhd-turbulence_streamline,Physics,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control; Field Computation,6
16
- miranda,Physics,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
17
- richtmyer,Physics,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
18
- rotstrat,Physics,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
19
- rti-velocity_glyph,Physics,Vector Fields,Workflow,Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control; Data Sampling & Resolution Control,4
20
- rti-velocity_slices,Physics,Vector Fields,Workflow,Data Subsetting & Extraction; Color & Opacity Mapping; View & Camera Control,3
21
- rti-velocity_streakline,Physics,Vector Fields; Time-varying,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
22
- solar-plume,Astronomy,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
23
- supernova_isosurface,Astronomy,Scalar Fields,Workflow,Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control; Data Subsetting & Extraction,4
24
- supernova_streamline,Astronomy,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
25
- tangaroa_streamribbon,Physics,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
26
- tgc-velocity_contour,Physics,Vector Fields,Workflow,Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control; Field Computation,4
27
- tornado,Earth System Science,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
28
- twoswirls_streamribbon,Physics,Vector Fields,Workflow,Temporal Processing; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
29
- vortex,Physics,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
30
- line-plot,Others,Scalar Fields,Task,Plot & Chart Generation; View & Camera Control,2
31
- ml-dvr,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping; View & Camera Control,3
32
- ml-iso,Others,Scalar Fields,Task,Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,3
33
- ml-slice-iso,Others,Scalar Fields,Task,Data Subsetting & Extraction; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
34
- points-surf-clip,Others,Scalar Fields,Task,Data Subsetting & Extraction; Surface & Contour Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,5
35
- shrink-sphere,Others,Scalar Fields,Task,Geometric & Topological Transformation; Color & Opacity Mapping; View & Camera Control,3
36
- stream-glyph,Others,Vector Fields,Task,Temporal Processing; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control,4
37
- time-varying,Others,Scalar Fields; Time-varying,Task,Temporal Processing; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,4
38
- chart-opacity,Others,Scalar Fields,Workflow,Volume Rendering; Color & Opacity Mapping; View & Camera Control; Plot & Chart Generation,4
39
- color-blocks,Others,Scalar Fields,Workflow,Color & Opacity Mapping; View & Camera Control,2
40
- color-data,Others,Scalar Fields,Workflow,Color & Opacity Mapping; View & Camera Control,2
41
- export-gltf,Others,Scalar Fields,Workflow,Surface & Contour Extraction; Dataset Restructuring; View & Camera Control,3
42
- import-gltf,Others,Scalar Fields,Workflow,Dataset Restructuring; Color & Opacity Mapping; View & Camera Control,3
43
- render-histogram,Others,Scalar Fields,Workflow,Plot & Chart Generation; Color & Opacity Mapping; View & Camera Control,3
44
- reset-camera-direction,Others,Scalar Fields,Task,View & Camera Control; Surface & Contour Extraction,2
45
- Unknown,Others,Scalar Fields,Task,View & Camera Control,1
46
- subseries-of-time-series,Others,Scalar Fields; Time-varying,Workflow,Temporal Processing; Volume Rendering; Color & Opacity Mapping; View & Camera Control,4
47
- write-ply,Others,Scalar Fields,Workflow,Surface & Contour Extraction; Dataset Restructuring; View & Camera Control,3
48
- climate,Earth System Science,Scalar Fields,Workflow,Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control,3
49
- materials,Others,Scalar Fields,Workflow,Color & Opacity Mapping; View & Camera Control,2
 
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
+ ABC,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
3
+ argon-bubble,Chemistry,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
4
+ Bernard,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
5
+ bonsai,Biology,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
6
+ carp,Biology,Scalar Fields,Workflow,"Volume Rendering; Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation",4
7
+ chameleon_isosurface,Biology,Scalar Fields,Task,"Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control",3
8
+ crayfish_streamline,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
9
+ engine,Others,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
10
+ foot,Medical Science,Scalar Fields,Workflow,"Volume Rendering; Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation",4
11
+ lobster,Biology,Scalar Fields,Workflow,"Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control; Scientific Insight Derivation",4
12
+ mhd-magfield_streamribbon,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
13
+ mhd-turbulence_pathline,Physics,Time-varying; Vector Fields,Workflow,"Temporal Processing; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
14
+ mhd-turbulence_pathribbon,Physics,Time-varying; Vector Fields,Workflow,"Temporal Processing; Glyph & Marker Placement; Data Smoothing & Filtering; Geometric & Topological Transformation; Color & Opacity Mapping; View & Camera Control",6
15
+ mhd-turbulence_streamline,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
16
+ miranda,Physics,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
17
+ richtmyer,Physics,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
18
+ rotstrat,Physics,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
19
+ rti-velocity_glyph,Physics,Vector Fields,Workflow,"Data Subsetting & Extraction; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
20
+ rti-velocity_slices,Physics,Vector Fields,Workflow,"Data Subsetting & Extraction; Color & Opacity Mapping; View & Camera Control",3
21
+ rti-velocity_streakline,Physics,Time-varying; Vector Fields,Workflow,"Temporal Processing; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
22
+ solar-plume,Astronomy,Scalar Fields,Workflow,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
23
+ supernova_isosurface,Astronomy,Scalar Fields,Workflow,"Surface & Contour Extraction; Data Subsetting & Extraction; Color & Opacity Mapping; View & Camera Control",4
24
+ supernova_streamline,Astronomy,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
25
+ tangaroa_streamribbon,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
26
+ tgc-velocity_contour,Physics,Vector Fields,Workflow,"Surface & Contour Extraction; Field Computation; Color & Opacity Mapping; View & Camera Control",4
27
+ tornado,Earth System Science,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
28
+ twoswirls_streamribbon,Physics,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
29
+ vortex,Physics,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
30
+ line-plot (disk-out-ref_line-plot),Others,Scalar Fields,Task,"Plot & Chart Generation; Color & Opacity Mapping; View & Camera Control",3
31
+ ml-dvr (ml_dvr),Others,Scalar Fields,Task,"Volume Rendering; Color & Opacity Mapping; View & Camera Control",3
32
+ ml-iso (ml_iso-surface),Others,Scalar Fields,Task,"Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control",3
33
+ ml-slice-iso (ml_slice-contour),Others,Scalar Fields,Task,"Data Subsetting & Extraction; Surface & Contour Extraction; Color & Opacity Mapping; View & Camera Control",4
34
+ points-surf-clip (points_surf-clip),Others,Scalar Fields,Task,"Data Subsetting & Extraction; Glyph & Marker Placement; View & Camera Control",3
35
+ shrink-sphere,Others,Scalar Fields,Task,"Geometric & Topological Transformation; View & Camera Control",2
36
+ stream-glyph,Others,Vector Fields,Task,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
37
+ time-varying (can_temporal-animation),Others,Time-varying,Task,"Temporal Processing; Color & Opacity Mapping; View & Camera Control",3
38
+ chart-opacity (wavelet_chart),Others,Scalar Fields,Task,"Plot & Chart Generation; Volume Rendering; Color & Opacity Mapping; View & Camera Control",4
39
+ color-blocks (can_color-blocks),Others,Scalar Fields,Task,"Color & Opacity Mapping; View & Camera Control",2
40
+ color-data (wavelet_colormap),Others,Scalar Fields,Task,"Color & Opacity Mapping; View & Camera Control",2
41
+ export-gltf (wavelet_export-gltf),Others,Scalar Fields,Task,"Surface & Contour Extraction; Dataset Restructuring; View & Camera Control",3
42
+ import-gltf (rings_import-gltf),Others,Scalar Fields,Task,"Dataset Restructuring; View & Camera Control",2
43
+ render-histogram (wavelet_histogram),Others,Scalar Fields,Task,"Plot & Chart Generation; Color & Opacity Mapping; View & Camera Control",3
44
+ reset-camera-direction (wavelet_camera),Others,Scalar Fields,Task,"View & Camera Control",1
45
+ save-transparent (transparent-bg),Others,Scalar Fields,Task,"View & Camera Control",1
46
+ subseries-of-time-series (can_sub-time-series),Others,Time-varying,Task,"Temporal Processing; Volume Rendering; View & Camera Control",3
47
+ write-ply (wavelet_export-ply),Others,Scalar Fields,Task,"Surface & Contour Extraction; Dataset Restructuring",2
48
+ climate,Earth System Science,Vector Fields,Workflow,"Field Computation; Glyph & Marker Placement; Color & Opacity Mapping; View & Camera Control",4
49
+ materials,Others,Scalar Fields,Task,"Data Subsetting & Extraction; View & Camera Control",2
statistics/sheets/SciVisAgentBench_Statistics - sci_volume_data.csv CHANGED
@@ -1,35 +1,28 @@
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
  aneurism,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
3
- christmas_tree,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
4
- hydrogen_atom,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
5
  silicium,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
6
  tornado,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
7
  backpack,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
8
  lobster,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
9
- neocortical_layer_1_axons,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
10
  skull,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
11
- vertebra,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
12
- blunt_fin,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
13
- marmoset_neurons,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
14
  nucleon,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
15
- statue_leg,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
16
- vis_male,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
17
  bonsai,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
18
  engine,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
19
  pancreas,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
20
  stent,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
21
- zeiss,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
22
- boston_teapot,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
23
  foot,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
24
- mri_ventricles,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
25
- present,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
26
  supernova,Astronomy,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
27
  bunny,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
28
  frog,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
29
- mri_woman,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
30
- prone,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
31
  carp,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
32
  fuel,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
33
- mrt_angio,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
34
- shockwave,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
35
  tooth,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
1
  Case Name,Application,Data,Task Level 1: Complexity Level,Task Level 2: Visualization Operations,Operation Count
2
  aneurism,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
3
+ hydrogen-atom,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
4
  silicium,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
5
  tornado,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
6
  backpack,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
7
  lobster,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
8
+ neocortical-layer-1-axons,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
9
  skull,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
10
+ blunt-fin,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
 
11
  nucleon,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
12
+ statue-leg,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
13
+ vis-male,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
14
  bonsai,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
15
  engine,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
16
  pancreas,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
17
  stent,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
18
+ boston-teapot,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
19
  foot,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
20
+ mri-ventricles,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
21
  supernova,Astronomy,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
22
  bunny,Others,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
23
  frog,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
24
+ mri-woman,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
25
  carp,Biology,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
26
  fuel,Physics,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
27
+ mrt-angio,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
 
28
  tooth,Medical Science,Scalar Fields,Task,Volume Rendering; Color & Opacity Mapping,2
statistics/statistics_report.md CHANGED
@@ -5,19 +5,19 @@
5
  **Important**: Cases = Tasks + Workflows only (Operation-level entries are NOT counted as cases)
6
 
7
  ### Overall Summary
8
- - **Total Tasks**: 68
9
- - **Total Workflows**: 53
10
- - **Total Cases**: **121** (Tasks + Workflows)
11
 
12
  ### Breakdown by File
13
  | File | Tasks | Workflows | Cases (Task+Workflow) | Total Operations |
14
  |------|-------|-----------|----------------------|-----------------|
15
- | bioimage_data | 11 | 4 | **15** | 39 |
16
- | molecular_vis | 13 | 2 | **15** | 45 |
17
- | sci_volume_data | 34 | 0 | **34** | 68 |
18
  | topology | 0 | 9 | **9** | 27 |
19
- | paraview | 10 | 38 | **48** | 169 |
20
- | **TOTAL** | **68** | **53** | **121** | **348** |
21
 
22
  ## 2. Application Domain Statistics
23
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
@@ -27,35 +27,35 @@
27
 
28
  | Application | Count |
29
  |-------------|-------|
30
- | Biology | 28 |
31
- | Others | 27 |
32
- | Physics | 26 |
33
- | Chemistry | 17 |
34
- | Medical Science | 14 |
35
  | Mathematics | 9 |
36
  | Astronomy | 4 |
37
  | Earth System Science | 4 |
 
38
 
39
- **Total individual application tags**: 129
40
 
41
  ### Application Combinations
42
  *(Shows exact combinations as they appear in the data)*
43
 
44
  | Application Combination | Count |
45
  |------------------------|-------|
46
- | Others | 27 |
47
- | Biology | 26 |
48
- | Physics | 24 |
49
- | Chemistry | 14 |
50
- | Medical Science | 13 |
51
  | Astronomy | 4 |
52
  | Mathematics | 3 |
53
- | Chemistry; Biology | 2 |
54
  | Physics; Mathematics | 2 |
55
  | Earth System Science; Mathematics | 2 |
56
  | Earth System Science | 2 |
 
57
  | Medical Science; Mathematics | 1 |
58
  | Chemistry; Mathematics | 1 |
 
59
 
60
  ## 3. Data Type Statistics
61
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
@@ -65,39 +65,35 @@
65
 
66
  | Data Type | Count |
67
  |-----------|-------|
68
- | Scalar Fields | 74 |
69
- | Time-varying | 16 |
70
- | Vector Fields | 16 |
71
- | Scalar Field | 15 |
72
- | Multivariate | 15 |
73
- | Multi-variate | 15 |
74
  | Tensor Fields | 2 |
75
 
76
- **Total individual data type tags**: 153
77
 
78
  ### Data Type Combinations
79
  *(Shows exact combinations as they appear in the data)*
80
 
81
  | Data Type Combination | Count |
82
  |-----------------------|-------|
83
- | Scalar Fields | 71 |
84
- | Multi-variate | 15 |
85
- | Vector Fields | 12 |
86
- | Scalar Field; Multivariate; Time-varying | 11 |
87
- | Scalar Field; Multivariate | 4 |
88
- | Vector Fields; Time-varying | 3 |
89
  | Tensor Fields | 2 |
90
- | Scalar Fields; Time-varying | 2 |
91
- | Scalar Fields; Vector Fields | 1 |
92
 
93
  ## 4. Task Level 1: Complexity Level Statistics
94
 
95
  ### Overall Distribution
96
  | Complexity Level | Entry Count | Counted as Case? |
97
  |------------------|-------------|------------------|
98
- | Task | 68 | ✅ YES |
99
- | Workflow | 53 | ✅ YES |
100
- | **Total Cases** | **121** | **(Tasks + Workflows)** |
101
 
102
  ## 5. Task Level 2: Visualization Operations Statistics
103
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
@@ -105,81 +101,80 @@
105
  ### All Visualization Operations (Sorted by Frequency)
106
  | Rank | Visualization Operation | Total Count |
107
  |------|------------------------|-------------|
108
- | 1 | Color & Opacity Mapping | 95 |
109
- | 2 | View & Camera Control | 57 |
110
- | 3 | Volume Rendering | 51 |
111
- | 4 | Surface & Contour Extraction | 30 |
112
- | 5 | Data Subsetting & Extraction | 20 |
113
- | 6 | Field Computation | 19 |
114
- | 7 | Glyph & Marker Placement | 19 |
115
- | 8 | Temporal Processing | 17 |
116
- | 9 | Dataset Restructuring | 10 |
117
- | 10 | Feature Identification & Segmentation | 10 |
118
- | 11 | Data Smoothing & Filtering | 7 |
119
- | 12 | Scientific Insight Derivation | 7 |
120
- | 13 | Plot & Chart Generation | 3 |
121
- | 14 | Data Sampling & Resolution Control | 2 |
122
- | 15 | Geometric & Topological Transformation | 1 |
123
-
124
- **Total visualization operation tags**: 348
125
 
126
  ### Top 10 Most Common Visualization Operations
127
  | Rank | Operation | Count |
128
  |------|-----------|-------|
129
- | 1 | Color & Opacity Mapping | 95 |
130
- | 2 | View & Camera Control | 57 |
131
- | 3 | Volume Rendering | 51 |
132
- | 4 | Surface & Contour Extraction | 30 |
133
- | 5 | Data Subsetting & Extraction | 20 |
134
- | 6 | Field Computation | 19 |
135
- | 7 | Glyph & Marker Placement | 19 |
136
- | 8 | Temporal Processing | 17 |
137
- | 9 | Dataset Restructuring | 10 |
138
- | 10 | Feature Identification & Segmentation | 10 |
139
 
140
  ### Visualization Operations by Complexity Level (Cases Only)
141
 
142
  #### Task Level (Top 10)
143
  | Rank | Operation | Count |
144
  |------|-----------|-------|
145
- | 1 | Color & Opacity Mapping | 54 |
146
- | 2 | Volume Rendering | 36 |
147
- | 3 | Data Subsetting & Extraction | 14 |
148
- | 4 | View & Camera Control | 14 |
149
- | 5 | Surface & Contour Extraction | 10 |
150
- | 6 | Glyph & Marker Placement | 7 |
151
- | 7 | Field Computation | 6 |
152
- | 8 | Dataset Restructuring | 5 |
153
- | 9 | Temporal Processing | 3 |
154
- | 10 | Data Smoothing & Filtering | 1 |
155
 
156
  #### Workflow Level (Top 10)
157
  | Rank | Operation | Count |
158
  |------|-----------|-------|
159
- | 1 | View & Camera Control | 43 |
160
- | 2 | Color & Opacity Mapping | 41 |
161
- | 3 | Surface & Contour Extraction | 20 |
162
- | 4 | Volume Rendering | 15 |
163
- | 5 | Temporal Processing | 14 |
164
- | 6 | Field Computation | 13 |
165
- | 7 | Glyph & Marker Placement | 12 |
166
- | 8 | Feature Identification & Segmentation | 10 |
167
- | 9 | Scientific Insight Derivation | 7 |
168
- | 10 | Data Subsetting & Extraction | 6 |
169
 
170
  ## 6. Summary Statistics
171
  - **Total number of CSV files analyzed**: 5
172
- - **Total Cases (Tasks + Workflows)**: **121**
173
  - **Unique application domains**: 8
174
- - **Unique data types**: 7
175
- - **Unique visualization operations**: 15
176
 
177
  ### File Contributions
178
  | File | Cases Contributed | Percentage |
179
  |------|-------------------|------------|
180
- | paraview | 48 | 39.7% |
181
- | sci_volume_data | 34 | 28.1% |
182
- | bioimage_data | 15 | 12.4% |
183
- | molecular_vis | 15 | 12.4% |
184
- | topology | 9 | 7.4% |
185
 
 
5
  **Important**: Cases = Tasks + Workflows only (Operation-level entries are NOT counted as cases)
6
 
7
  ### Overall Summary
8
+ - **Total Tasks**: 74
9
+ - **Total Workflows**: 34
10
+ - **Total Cases**: **108** (Tasks + Workflows)
11
 
12
  ### Breakdown by File
13
  | File | Tasks | Workflows | Cases (Task+Workflow) | Total Operations |
14
  |------|-------|-----------|----------------------|-----------------|
15
+ | bioimage_data | 10 | 1 | **11** | 24 |
16
+ | molecular_vis | 10 | 3 | **13** | 33 |
17
+ | sci_volume_data | 27 | 0 | **27** | 54 |
18
  | topology | 0 | 9 | **9** | 27 |
19
+ | paraview | 27 | 21 | **48** | 158 |
20
+ | **TOTAL** | **74** | **34** | **108** | **296** |
21
 
22
  ## 2. Application Domain Statistics
23
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
 
27
 
28
  | Application | Count |
29
  |-------------|-------|
30
+ | Biology | 33 |
31
+ | Physics | 25 |
32
+ | Others | 25 |
33
+ | Medical Science | 12 |
 
34
  | Mathematics | 9 |
35
  | Astronomy | 4 |
36
  | Earth System Science | 4 |
37
+ | Chemistry | 3 |
38
 
39
+ **Total individual application tags**: 115
40
 
41
  ### Application Combinations
42
  *(Shows exact combinations as they appear in the data)*
43
 
44
  | Application Combination | Count |
45
  |------------------------|-------|
46
+ | Biology | 32 |
47
+ | Others | 25 |
48
+ | Physics | 23 |
49
+ | Medical Science | 11 |
 
50
  | Astronomy | 4 |
51
  | Mathematics | 3 |
 
52
  | Physics; Mathematics | 2 |
53
  | Earth System Science; Mathematics | 2 |
54
  | Earth System Science | 2 |
55
+ | Biology; Chemistry | 1 |
56
  | Medical Science; Mathematics | 1 |
57
  | Chemistry; Mathematics | 1 |
58
+ | Chemistry | 1 |
59
 
60
  ## 3. Data Type Statistics
61
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
 
65
 
66
  | Data Type | Count |
67
  |-----------|-------|
68
+ | Scalar Fields | 78 |
69
+ | Vector Fields | 17 |
70
+ | Multivariate | 8 |
71
+ | Time-varying | 7 |
 
 
72
  | Tensor Fields | 2 |
73
 
74
+ **Total individual data type tags**: 112
75
 
76
  ### Data Type Combinations
77
  *(Shows exact combinations as they appear in the data)*
78
 
79
  | Data Type Combination | Count |
80
  |-----------------------|-------|
81
+ | Scalar Fields | 78 |
82
+ | Vector Fields | 14 |
83
+ | Multivariate | 7 |
84
+ | Time-varying | 3 |
85
+ | Time-varying; Vector Fields | 3 |
 
86
  | Tensor Fields | 2 |
87
+ | Multivariate; Time-varying | 1 |
 
88
 
89
  ## 4. Task Level 1: Complexity Level Statistics
90
 
91
  ### Overall Distribution
92
  | Complexity Level | Entry Count | Counted as Case? |
93
  |------------------|-------------|------------------|
94
+ | Task | 74 | ✅ YES |
95
+ | Workflow | 34 | ✅ YES |
96
+ | **Total Cases** | **108** | **(Tasks + Workflows)** |
97
 
98
  ## 5. Task Level 2: Visualization Operations Statistics
99
  **Note**: These statistics include ONLY cases (Tasks + Workflows). Operation-level entries are excluded.
 
101
  ### All Visualization Operations (Sorted by Frequency)
102
  | Rank | Visualization Operation | Total Count |
103
  |------|------------------------|-------------|
104
+ | 1 | Color & Opacity Mapping | 77 |
105
+ | 2 | View & Camera Control | 62 |
106
+ | 3 | Volume Rendering | 40 |
107
+ | 4 | Glyph & Marker Placement | 28 |
108
+ | 5 | Field Computation | 26 |
109
+ | 6 | Scientific Insight Derivation | 17 |
110
+ | 7 | Feature Identification & Segmentation | 10 |
111
+ | 8 | Surface & Contour Extraction | 9 |
112
+ | 9 | Temporal Processing | 7 |
113
+ | 10 | Data Subsetting & Extraction | 6 |
114
+ | 11 | Data Smoothing & Filtering | 5 |
115
+ | 12 | Plot & Chart Generation | 4 |
116
+ | 13 | Dataset Restructuring | 3 |
117
+ | 14 | Geometric & Topological Transformation | 2 |
118
+
119
+ **Total visualization operation tags**: 296
 
120
 
121
  ### Top 10 Most Common Visualization Operations
122
  | Rank | Operation | Count |
123
  |------|-----------|-------|
124
+ | 1 | Color & Opacity Mapping | 77 |
125
+ | 2 | View & Camera Control | 62 |
126
+ | 3 | Volume Rendering | 40 |
127
+ | 4 | Glyph & Marker Placement | 28 |
128
+ | 5 | Field Computation | 26 |
129
+ | 6 | Scientific Insight Derivation | 17 |
130
+ | 7 | Feature Identification & Segmentation | 10 |
131
+ | 8 | Surface & Contour Extraction | 9 |
132
+ | 9 | Temporal Processing | 7 |
133
+ | 10 | Data Subsetting & Extraction | 6 |
134
 
135
  ### Visualization Operations by Complexity Level (Cases Only)
136
 
137
  #### Task Level (Top 10)
138
  | Rank | Operation | Count |
139
  |------|-----------|-------|
140
+ | 1 | Color & Opacity Mapping | 53 |
141
+ | 2 | View & Camera Control | 37 |
142
+ | 3 | Volume Rendering | 37 |
143
+ | 4 | Glyph & Marker Placement | 12 |
144
+ | 5 | Surface & Contour Extraction | 6 |
145
+ | 6 | Field Computation | 6 |
146
+ | 7 | Scientific Insight Derivation | 5 |
147
+ | 8 | Plot & Chart Generation | 3 |
148
+ | 9 | Data Subsetting & Extraction | 3 |
149
+ | 10 | Dataset Restructuring | 3 |
150
 
151
  #### Workflow Level (Top 10)
152
  | Rank | Operation | Count |
153
  |------|-----------|-------|
154
+ | 1 | View & Camera Control | 25 |
155
+ | 2 | Color & Opacity Mapping | 24 |
156
+ | 3 | Field Computation | 20 |
157
+ | 4 | Glyph & Marker Placement | 16 |
158
+ | 5 | Scientific Insight Derivation | 12 |
159
+ | 6 | Feature Identification & Segmentation | 9 |
160
+ | 7 | Temporal Processing | 5 |
161
+ | 8 | Data Smoothing & Filtering | 5 |
162
+ | 9 | Volume Rendering | 3 |
163
+ | 10 | Surface & Contour Extraction | 3 |
164
 
165
  ## 6. Summary Statistics
166
  - **Total number of CSV files analyzed**: 5
167
+ - **Total Cases (Tasks + Workflows)**: **108**
168
  - **Unique application domains**: 8
169
+ - **Unique data types**: 5
170
+ - **Unique visualization operations**: 14
171
 
172
  ### File Contributions
173
  | File | Cases Contributed | Percentage |
174
  |------|-------------------|------------|
175
+ | paraview | 48 | 44.4% |
176
+ | sci_volume_data | 27 | 25.0% |
177
+ | molecular_vis | 13 | 12.0% |
178
+ | bioimage_data | 11 | 10.2% |
179
+ | topology | 9 | 8.3% |
180
 
statistics/taxonomy.md CHANGED
@@ -1,4 +1,4 @@
1
- # Application Taxonomy
2
 
3
  - Astronomy
4
  - Medical Science
@@ -21,14 +21,14 @@
21
  - Time-varying
22
 
23
 
24
- # Task Level 1: Complexity Level Taxonomy
25
 
26
- - **Operation** - Single, focused visualization operation
27
  - **Task** - Small-scale visualization task involving a few operations
28
  - **Workflow** - Multi-step visualization pipeline or complex process
29
 
30
 
31
- # Task Level 2: Visualization Operations Taxonomy
32
 
33
  Each task in SciVisAgentBench is tagged with one or more of the following operations. These tags describe **what visualization or data processing actions** are performed.
34
 
@@ -53,9 +53,8 @@ Each task in SciVisAgentBench is tagged with one or more of the following operat
53
  ## 3. Surface & Contour Extraction
54
 
55
  **Brief:** Generate isosurfaces, contour lines, or cut-plane slices from volumetric data.
56
- Generate isosurfaces, contour lines, ribbons, or tubes from volumetric data.
57
 
58
- **Detailed:** This operation covers the extraction of geometric primitives that represent boundaries or cross-sections within a volume. It includes isosurface generation at user-specified scalar thresholds, contour line or contour surface extraction, slicing or cutting along a plane to produce a 2D cross-section, and generation of ribbons, tubes, or streamline geometry from curve data. Unlike Data Subsetting & Extraction (which filters data), this operation creates new geometry that represents a specific feature boundary or spatial cross-section of the original volume.
59
 
60
  ---
61
 
@@ -103,7 +102,7 @@ Generate isosurfaces, contour lines, ribbons, or tubes from volumetric data.
103
 
104
  **Brief:** Derive new scalar, vector, or tensor fields from existing data attributes.
105
 
106
- **Detailed:** This operation covers all calculations that produce new attribute arrays from existing ones. It includes gradient, divergence, curl, and vorticity computation; curvature calculation and normal generation; arithmetic operations on fields such as addition, subtraction, and multiplication; vector magnitude computation and component extraction; field aggregation and statistical summaries (min, max, mean, standard deviation); tensor operations such as eigenvalue and eigenvector decomposition; interpolation between fields; and distance computations. Critical point detection also falls here, as it derives point locations and classifications from scalar field topology.
107
 
108
  ---
109
 
@@ -111,7 +110,7 @@ Generate isosurfaces, contour lines, ribbons, or tubes from volumetric data.
111
 
112
  **Brief:** Perform computations or navigation that involve the time dimension of data.
113
 
114
- **Detailed:** This operation covers all actions that explicitly use or traverse the temporal axis of time-varying data. It includes temporal interpolation between timesteps, particle tracing or trajectory computation through time, flow integration to produce streamlines, pathlines, streaklines, or timelines, temporal statistics or aggregation across multiple timesteps, flow map computation, and navigating or selecting specific timesteps in a time series. The defining feature is that time is an active dimension in the operation, distinguishing it from static spatial analysis.
115
 
116
  ---
117
 
 
1
+ # Application Domain Taxonomy
2
 
3
  - Astronomy
4
  - Medical Science
 
21
  - Time-varying
22
 
23
 
24
+ # Complexity Level Taxonomy
25
 
26
+ - **Operation** - Single, focused visualization operation (not reported, do not assign this tag)
27
  - **Task** - Small-scale visualization task involving a few operations
28
  - **Workflow** - Multi-step visualization pipeline or complex process
29
 
30
 
31
+ # Visualization Operations Taxonomy
32
 
33
  Each task in SciVisAgentBench is tagged with one or more of the following operations. These tags describe **what visualization or data processing actions** are performed.
34
 
 
53
  ## 3. Surface & Contour Extraction
54
 
55
  **Brief:** Generate isosurfaces, contour lines, or cut-plane slices from volumetric data.
 
56
 
57
+ **Detailed:** This operation generates geometric primitives representing boundaries or cross-sections within volumetric data. It includes isosurface generation, contour extraction, and planar slicing. The key distinction is that new geometry is produced to represent feature boundaries or cross-sections.
58
 
59
  ---
60
 
 
102
 
103
  **Brief:** Derive new scalar, vector, or tensor fields from existing data attributes.
104
 
105
+ **Detailed:** This operation derives new scalar, vector, or tensor fields from existing attributes. It includes gradient, divergence, curl, vorticity, curvature, arithmetic field operations, vector magnitude computation, statistical summaries, tensor eigendecomposition, interpolation, and distance calculations. Particle tracing and critical point detection are also included.
106
 
107
  ---
108
 
 
110
 
111
  **Brief:** Perform computations or navigation that involve the time dimension of data.
112
 
113
+ **Detailed:** This operation explicitly uses the time dimension in time-varying scalar fields or unsteady vector fields. It includes temporal interpolation, temporal aggregation, pathline/streakline/timeline computation, flow map computation, and timestep navigation.
114
 
115
  ---
116