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Our model
0.708
Sora 2
0.564
Veo 3
0.505
Kling 2.6
0.426
Hunyuan
0.278
G-3
Stable Sort
G-5
Multi Object Placement
G-8
Track Object Movement
G-9
Identify Objects In Region
G-13
Grid Number Sequence
G-15
Grid Avoid Obstacles
G-16
Grid Go Through Block
G-18
Grid Shortest Path
G-21
Multiple Occlusions Vertical
G-24
Separate Objects No Spin
G-25
Seperate Object Spinning
G-29
Chart Extreme With Data
G-31
Directed Graph Navigation
G-39
Attention Shift Different
G-41
Grid Highest Cost
G-43
Understand Scene Structure
G-45
Key Door Matching
G-47
Multiple Keys For One Door
G-51
Predict Next Color
G-54
Connecting Color
G-131
Select Next Figure Increasing Size Sequence
G-134
Select Next Figure Large Small Alternating Sequence
G-135
Select Next Figure Small Large Alternating Sequence
G-136
Locate Point In Overlapping Area
G-138
Spot Unique Non Repeated Color
G-140
Locate Topmost Unobscured Figure
G-147
Identify Unique Figure In Uniform Set
G-158
Identify All Hollow Points
G-160
Circle Largest Numerical Value
G-161
Mark Second Largest Shape
G-167
Select Longest Polygon Side
G-168
Identify Nearest To Square Rectangle
G-169
Locate Intersection Of Segments
G-174
Arrange Circles By Circumference
G-189
Draw Midpoint Perpendicular Line
G-193
Draw Next Sized Shape
G-194
Construct Concentric Ring
G-202
Mark Wave Peaks
G-206
Identify Pentagons
G-212
Find Incorrect Arrow Direction
G-217
Circle Central Dot
G-218
Identify Largest Angle In Triangle
G-219
Select Leftmost Shape
G-221
Outline Innermost Square
G-222
Mark Tangent Point Of Circles
G-223
Highlight Horizontal Lines
G-240
Add Borders To Unbordered Shapes
G-247
Identify Chinese Character
G-248
Mark Asymmetrical Shape
G-250
Color Triple Intersection Red
G-273
High Density Liquid
O-2
Pigment Color Mixing Subtractive
O-5
Symbol Deletion
O-6
2D Geometric Transformation
O-9
Shape Scaling
O-10
Shape Outline Fill
O-11
Shape Color Then Move
O-12
Shape Color Then Scale
O-13
Shape Outline Then Move
O-14
Shape Scale Then Outline
O-15
Ball Bounces Given Time
O-16
Color Addition
O-18
Glass Refraction
O-19
Mirror Reflection
O-21
Construction Blueprint
O-22
Construction Stack
O-23
Domino Chain Branch Path Prediction
O-24
Domino Chain Gap Analysis
O-25
LEGO Construction Assembly
O-27
Move 2 Object To 2 Target
O-29
Ballcolor
O-30
Bookshelf
O-31
Ball Eating
O-32
Rolling Ball
O-33
Counting Object
O-34
Dot To Dot Task
O-36
Grid Shift
O-37
Light Sequence
O-38
Majority Color
O-39
Maze
O-43
Object Subtraction
O-44
Rotation Puzzle
O-45
Sequence Completion
O-46
Shape Sorter
O-47
Sliding Puzzle
O-49
Symmetry Completion
O-52
Traffic Light
O-53
Clock
O-54
Control Panel
O-55
Rotation
O-56
Raven
O-58
Symbol Delete
O-59
Symbol Insert
O-60
Symbol Substitute
O-61
Symbol Edit
O-62
Gravity Physics
O-64
Animal Matching
O-65
Animal Size Sorting
O-75
Communicating Vessels
O-85
2D Object Rotation
100 tasks, 5 samples each, 5 frontier models —
arXiv 2602.20159