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GLM-5.3 · mini-swe-agent · metaworld
GLM-5.3 · mini-swe-agent · metaworld
farama-foundation/metaworld · Sep 27, 2026 · 41 of 50 solved
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Task
Result
Outcome
Steps
Time
Close the open door by pushing it shut
Solved
123
/ 500
81 s
Lock the door by turning the lock knob down
Solved
407
/ 500
2.9 min
Move the gripper to the goal position
Solved
34
/ 500
14 s
Move the gripper to the goal position, reaching over the wall
Solved
101
/ 500
23 s
Open the door by pulling its handle
Solved
190
/ 500
99 s
Pick the cube out of the left bin and place it in the right bin
Solved
149
/ 500
38 s
Pick the nut off the peg by its handle and lift it clear
Solved
145
/ 500
81 s
Pick the peg out of the hole and lift it to the goal
Solved
105
/ 500
36 s
Pick up the ball and dunk it into the basketball hoop
Solved
161
/ 500
58 s
Pick up the block and place it on the shelf at the goal
Solved
190
/ 500
45 s
Pick up the box lid and place it on top of the box
Solved
141
/ 500
42 s
Pick up the hammer and use it to hammer the nail into the wall
Solved
455
/ 500
5.7 min
Pick up the peg and insert it sideways into the hole in the box
Solved
111
/ 500
68 s
Pick up the puck and place it at the goal (the goal is in the air)
Solved
135
/ 500
22 s
Pick up the puck and place it at the goal on the other side of a wall
Solved
403
/ 500
102 s
Pick up the round nut by its handle and place it over the peg
Not solved
Agent said done
495
/ 500
5.3 min
Pick up the stick and use it to pull the thermos to the goal
Not solved
Agent gave up
237
/ 500
7.7 min
Pick up the stick and use it to push the thermos to the goal
Solved
378
/ 500
95 s
Press the button down from above
Solved
115
/ 500
16 s
Press the button down from above; a short wall stands in front of it
Solved
195
/ 500
69 s
Press the button horizontally; reach it past the short wall in front of it
Not solved
Agent gave up
496
/ 500
2.7 min
Press the button on the coffee machine
Solved
32
/ 500
13 s
Press the button on the wall panel by pushing it horizontally
Solved
46
/ 500
19 s
Press the handle down
Solved
69
/ 500
30 s
Press the handle down, approaching from the side
Solved
100
/ 500
42 s
Pull the drawer open by its handle
Solved
123
/ 500
66 s
Pull the handle up
Solved
195
/ 500
43 s
Pull the handle up, approaching from the side
Not solved
Agent said done
491
/ 500
3.0 min
Pull the lever up to the goal
Not solved
Agent gave up
479
/ 500
7.0 min
Pull the mug out from under the coffee machine to the target
Not solved
Step budget used up
500
/ 500
3.8 min
Pull the peg out sideways from the hole in the box
Solved
373
/ 500
3.0 min
Pull the puck back toward the robot to the goal
Solved
379
/ 500
72 s
Push or carry the block into the hole in the table (the block must end within 5 cm of the hole)
Solved
147
/ 500
64 s
Push the ball into the goal
Solved
46
/ 500
26 s
Push the drawer closed
Solved
55
/ 500
60 s
Push the mug under the coffee machine to the target
Solved
67
/ 500
67 s
Push the puck to the goal on the table
Solved
78
/ 500
28 s
Push the puck to the goal, around the wall between them
Not solved
Step budget used up
500
/ 500
4.4 min
Rotate the dial by pushing its handle around
Not solved
Step budget used up
500
/ 500
9.3 min
Slide the plate back out of the net to the goal
Solved
432
/ 500
3.9 min
Slide the plate into the goal net
Solved
72
/ 500
22 s
Slide the plate sideways into the goal net
Solved
96
/ 500
44 s
Slide the plate sideways out of the net to the goal
Not solved
Agent gave up
488
/ 500
2.8 min
Slide the window closed by pushing its handle sideways
Solved
179
/ 500
86 s
Slide the window open by pushing its handle sideways
Solved
86
/ 500
37 s
Sweep the puck into the hole in the table
Solved
97
/ 500
45 s
Sweep the puck off the edge of the table
Solved
126
/ 500
40 s
Turn the faucet handle to close it
Solved
181
/ 500
83 s
Turn the faucet handle to open it
Solved
236
/ 500
2.6 min
Unlock the door by turning the lock knob
Solved
353
/ 500
2.4 min
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