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Kimi K3 · Claude Code · metaworld
Kimi K3 · Claude Code · metaworld
farama-foundation/metaworld · Sep 28, 2026 · 41 of 50 solved
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Task
Result
Outcome
Steps
Time
Close the open door by pushing it shut
Solved
103
/ 500
60 s
Lock the door by turning the lock knob down
Solved
244
/ 500
95 s
Move the gripper to the goal position
Solved
36
/ 500
12 s
Move the gripper to the goal position, reaching over the wall
Solved
93
/ 500
28 s
Open the door by pulling its handle
Solved
220
/ 500
3.0 min
Pick the cube out of the left bin and place it in the right bin
Solved
171
/ 500
50 s
Pick the nut off the peg by its handle and lift it clear
Solved
106
/ 500
87 s
Pick the peg out of the hole and lift it to the goal
Solved
112
/ 500
75 s
Pick up the ball and dunk it into the basketball hoop
Solved
142
/ 500
38 s
Pick up the block and place it on the shelf at the goal
Solved
187
/ 500
54 s
Pick up the box lid and place it on top of the box
Solved
141
/ 500
3.2 min
Pick up the hammer and use it to hammer the nail into the wall
Solved
206
/ 500
2.4 min
Pick up the peg and insert it sideways into the hole in the box
Solved
126
/ 500
78 s
Pick up the puck and place it at the goal (the goal is in the air)
Solved
120
/ 500
21 s
Pick up the puck and place it at the goal on the other side of a wall
Solved
155
/ 500
42 s
Pick up the round nut by its handle and place it over the peg
Not solved
Step budget used up
500
/ 500
6.9 min
Pick up the stick and use it to pull the thermos to the goal
Not solved
Agent said done
384
/ 500
4.2 min
Pick up the stick and use it to push the thermos to the goal
Solved
131
/ 500
31 s
Press the button down from above
Solved
82
/ 500
34 s
Press the button down from above; a short wall stands in front of it
Solved
116
/ 500
42 s
Press the button horizontally; reach it past the short wall in front of it
Not solved
Step budget used up
500
/ 500
115 s
Press the button on the coffee machine
Solved
25
/ 500
42 s
Press the button on the wall panel by pushing it horizontally
Solved
50
/ 500
32 s
Press the handle down
Solved
28
/ 500
16 s
Press the handle down, approaching from the side
Solved
38
/ 500
35 s
Pull the drawer open by its handle
Solved
68
/ 500
80 s
Pull the handle up
Solved
196
/ 500
3.7 min
Pull the handle up, approaching from the side
Solved
202
/ 500
4.3 min
Pull the lever up to the goal
Not solved
Step budget used up
500
/ 500
3.1 min
Pull the mug out from under the coffee machine to the target
Solved
155
/ 500
99 s
Pull the peg out sideways from the hole in the box
Solved
105
/ 500
69 s
Pull the puck back toward the robot to the goal
Solved
134
/ 500
23 s
Push or carry the block into the hole in the table (the block must end within 5 cm of the hole)
Solved
205
/ 500
82 s
Push the ball into the goal
Solved
40
/ 500
12 s
Push the drawer closed
Solved
41
/ 500
72 s
Push the mug under the coffee machine to the target
Solved
217
/ 500
2.6 min
Push the puck to the goal on the table
Solved
73
/ 500
22 s
Push the puck to the goal, around the wall between them
Not solved
Agent gave up
470
/ 500
5.8 min
Rotate the dial by pushing its handle around
Not solved
Agent timed out
231
/ 500
15.2 min
Slide the plate back out of the net to the goal
Not solved
Step budget used up
500
/ 500
5.6 min
Slide the plate into the goal net
Solved
90
/ 500
32 s
Slide the plate sideways into the goal net
Solved
91
/ 500
40 s
Slide the plate sideways out of the net to the goal
Not solved
Step budget used up
500
/ 500
4.0 min
Slide the window closed by pushing its handle sideways
Solved
78
/ 500
36 s
Slide the window open by pushing its handle sideways
Solved
80
/ 500
34 s
Sweep the puck into the hole in the table
Solved
83
/ 500
16 s
Sweep the puck off the edge of the table
Solved
102
/ 500
16 s
Turn the faucet handle to close it
Solved
275
/ 500
9.3 min
Turn the faucet handle to open it
Solved
75
/ 500
52 s
Unlock the door by turning the lock knob
Not solved
Agent timed out
482
/ 500
15.3 min
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