A Very Big Video Reasoning Suite
We bet on a future that video reasoning is the next fundamental intelligence paradigm, after language reasoning, where spatiotemporal embodied world experiences could be more naturally captured.
circle_largest_numerical_value
GitHub
Prompt
The scene shows 4 numbers on a white canvas. First compare the numerical values of all numbers, then draw one red circle around the single largest number. Do not circle any other numbers. Show the complete circling process step by step.
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Last Frame
Video
return_to_correct_bin
GitHub
Prompt
Move each item into the bin that matches its color. Only move items, do not change anything else.
First Frame
Last Frame
Video
grid_shortest_path
GitHub
Prompt
The scene shows a 10x10 grid with a green start square (containing a purple circular agent) and a red end square. Starting from the green start square, the agent can move to adjacent cells (up, down, left, right). The goal is to move the agent to the red end square along the shortest path.
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Last Frame
Video
symbol_edit
GitHub
Prompt
The sequence currently has 1 of symbol △. Constraint: at least 4 of symbol △. Insert 3 △ symbols at positions 1, 3, and 7 to satisfy the constraint.
First Frame
Last Frame
Video
mark_tangent_point_of_circles
GitHub
Prompt
Look at the circles on the screen. Please circle the tangent point of the two circles that are touching.
First Frame
Last Frame
Video
High Density Liquid - Samples
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Prompt
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Ground Truth
First
Final
Model Outputs
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VBVR-Wan2.2
VBVR-Wan2.2
CogVideoX 1.5
Kling 2.6
LTX-2
Runway Gen-4
Sora 2
Veo 3
Wan 2.2 I2V
Hunyuan I2V
Seedance 2.0
Leaderboard
Modality
Split
Type
Category