6sNo face blur applied
VLM Annotation - sample
The operator reaches up with the left hand to touch and inspect the metal guide rail positioned above the moving bottles.
EgoArenaEgocentric Data ArenaVariant
Balanced top-k
Tradeoff across technical quality, motion, and hand signal.
Samples selected for balanced coverage across quality and manipulation signal.
Dataset: EgoArena Seed Industrial Manipulation
Arena score
1109.6
Votes
4
Both bad
0.0%
Technical quality
82.6
Hand signal
43.7
Motion density
83.1
Both bad rate
0.0%
Public previews
Redacted battle clips
6sNo face blur applied
Textile - Sewing Suit Jacket
Both hands place the black fabric piece at the needle plate of the industrial sewing machine.
6sNo face blur applied
Electronics - Soldering Wire to Push Button Switch
Left hand picks up the pre-stripped black wire on the right side of the table, while right hand holds the soldering iron.
6sNo face blur applied
Shoes Making - Molding Shoes
Right hand picks up the molded shoe sole from right rotary molding machine while left hand pushes the left injection mold of the left rotary molding machine to the left.
6sNo face blur applied
Rubber - Operating Rubber Molding Press
Left hand places the sheet of freshly molded rubber parts on the wooden table.
6sNo face blur applied
Machine Shop - Operating a Metal Lathe for Shaft Turning
Left hand touches the cross-slide handwheel handle of the lathe machine. Right hand reaches for the spindle control lever of the lathe machine.
6sNo face blur applied
Shrimp Factory - Testing Sulfite Levels in Raw Shrimp
Right hand picks up the knife from the cutting board, while left hand holds the shrimp.
6sNo face blur applied
Automotive - Powder Coating Automotive Fuel Tank
Right hand picks up an automotive fuel tank from the side handle bar while left hand is idle at operator's side.