id
stringlengths 8
8
| scenario
stringlengths 8
16
| perception_updates
stringlengths 34
50
| memory_state_before
stringlengths 15
27
| planned_action
stringlengths 8
22
| world_model_after
stringlengths 18
34
| observed_world_after
stringlengths 19
33
| consistency_label
stringclasses 6
values | consistency_pressure
stringlengths 13
19
| constraints
stringclasses 1
value | gold_checklist
stringlengths 24
41
|
|---|---|---|---|---|---|---|---|---|---|---|
RMWC-001
|
dup_object
|
t0: see mug on table at A; t1: see mug moved to B
|
Memory: mug at A
|
Reach mug
|
Model: mug at A and B
|
Observed: mug at B only
|
inconsistent-duplication
|
state_merge_error
|
Under 170 words.
|
1 duplication; 2 cite observed B; 3 label
|
RMWC-002
|
teleport
|
t0: see cube at (0.2,0.2); t1: no motion observed
|
Memory: cube at (0.2,0.2)
|
Pick cube
|
Model: cube at (1.0,1.0)
|
Observed: cube still at (0.2,0.2)
|
inconsistent-teleport
|
teleport_assumption
|
Under 170 words.
|
1 teleport; 2 no evidence; 3 label
|
RMWC-003
|
stale_entity
|
t0: detect bottle; t1: bottle removed by human
|
Memory: bottle present
|
Pick bottle
|
Model: bottle present
|
Observed: no bottle
|
inconsistent-stale-entity
|
removal_untracked
|
Under 170 words.
|
1 removed; 2 model stale; 3 label
|
RMWC-004
|
wrong_identity
|
t0: see red cup; t1: lighting shift shows blue cup
|
Memory: red cup
|
Hand over red cup
|
Model: red cup present
|
Observed: only blue cup
|
inconsistent-wrong-identity
|
identity_drift
|
Under 170 words.
|
1 identity mismatch; 2 label
|
RMWC-005
|
impossible_state
|
t0: door closed; t1: latch engaged
|
Memory: door closed
|
Open door
|
Model: door open and latch engaged
|
Observed: door closed latched
|
inconsistent-impossible-state
|
state_contradiction
|
Under 170 words.
|
1 contradiction; 2 label
|
RMWC-006
|
missing_object
|
t0: see tool on tray; t1: tool still visible
|
Memory: tool on tray
|
Grasp tool
|
Model: tool missing
|
Observed: tool present on tray
|
inconsistent-missing-object
|
false_absence
|
Under 170 words.
|
1 tool still there; 2 label
|
RMWC-007
|
stack_state
|
t0: block A on B; t1: collapse observed
|
Memory: stack stable
|
Carry stack
|
Model: stack stable
|
Observed: blocks separated
|
inconsistent-stale-entity
|
collapse_untracked
|
Under 170 words.
|
1 collapse; 2 update required; 3 label
|
RMWC-008
|
pose_drift
|
t0: peg angle 0; t1: peg rotated 15
|
Memory: peg angle 0
|
Insert peg
|
Model: peg angle 0
|
Observed: peg angle 15
|
inconsistent-stale-entity
|
pose_untracked
|
Under 170 words.
|
1 rotation; 2 stale pose; 3 label
|
RMWC-009
|
object_swap
|
t0: two cups A and B; t1: cups swapped by human
|
Memory: cup1 at A cup2 at B
|
Pick cup1
|
Model: cup1 still at A
|
Observed: cup1 at B
|
inconsistent-wrong-identity
|
swap_untracked
|
Under 170 words.
|
1 swap; 2 identity tracking; 3 label
|
RMWC-010
|
ghost_entity
|
t0: no person present; t1: no person present
|
Memory: no person
|
Navigate
|
Model: person at 0.5m
|
Observed: no person
|
inconsistent-impossible-state
|
hallucinated_entity
|
Under 170 words.
|
1 hallucination; 2 label
|
RMWC-011
|
duplicate_path
|
t0: chair at C; t1: chair moved to D
|
Memory: chair at C
|
Plan path around chair
|
Model: chair at C and D
|
Observed: chair at D
|
inconsistent-duplication
|
map_duplication
|
Under 170 words.
|
1 duplication; 2 update map; 3 label
|
RMWC-012
|
teleport_human
|
t0: human at left; t1: human at left
|
Memory: human left
|
Hand over
|
Model: human right
|
Observed: human left
|
inconsistent-teleport
|
tracking_teleport
|
Under 170 words.
|
1 teleport; 2 tracking bug; 3 label
|
What this dataset tests
- The internal world model matches perception and reality
- No duplication, teleporting, or stale entities
- Identity tracking stays stable
Why this exists
Embodied systems fail when state tracking breaks
- duplicated objects
- teleport assumptions
- stale memory
- wrong identity
- impossible combined states
This set labels those breaks
Data format
- perception_updates
- memory_state_before
- world_model_after
- observed_world_after
Task
- Emit one consistency label
- Give one short reason
Consistency pressures
- state_merge_error
- teleport_assumption
- removal_untracked
- identity_drift
- state_contradiction
- false_absence
- collapse_untracked
- pose_untracked
- swap_untracked
- hallucinated_entity
- map_duplication
- tracking_teleport
Prompt wrapper
System
You judge whether the robot world model stayed consistent with observations.
User
Perception Updates
{perception_updates}
Memory Before
{memory_state_before}
World Model After
{world_model_after}
Observed World After
{observed_world_after}
Return
- one label
- one reason
Citation
ClarusC64 dataset family
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