Datasets:

wenjieshu
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solveedit_benchmark_2728

cohort stringclasses 2 values	uid stringlengths 51 121	case_id stringlengths 29 96	case_family stringclasses 8 values	source stringclasses 5 values	original_domain stringclasses 10 values	domain stringclasses 10 values	subdomain stringclasses 54 values	subdomain_key stringclasses 54 values	primary_operator stringclasses 6 values	instruction stringlengths 0 424	release_id stringlengths 14 14	original_release_id stringlengths 14 30	original_source stringclasses 3 values	dependency_regime stringclasses 3 values
main2500	first_batch_271:pvr102:animation_case001_people_1_home_domestic_life_object_zone	animation_case001_people_1_home_domestic_life_object_zone	object_zone	animation	People	People & Daily Life	Home & Domestic Life	home_domestic_life	constraint_satisfaction	Reorganize the terrace layout by moving the outdoor dining furniture onto the paved patio to group the seating areas together. Output only the final image.	solveedit_0001	solveedit_0001	2715	null
main2500	first_batch_271:pvr102:animation_case004_architecture_13_interior_layout_fit_out_object_zone	animation_case004_architecture_13_interior_layout_fit_out_object_zone	object_zone	animation	Architecture	Architecture & Space	Interior Layout & Fit-Out	interior_layout_fit_out	constraint_satisfaction	Tidy the cluttered workspace by relocating the scattered items to appropriate storage areas while preserving the room's overall layout. Output only the final image.	solveedit_0002	solveedit_0002	2715	null
main2500	first_batch_271:pvr102:animation_case013_nature_6_animals_wildlife_activity_object_zone	animation_case013_nature_6_animals_wildlife_activity_object_zone	object_zone	animation	Nature	Nature & Environment	Animals & Wildlife Activity	animals_wildlife_activity	constraint_satisfaction	Reorganize the woodland gathering by relocating the small and young animals into a separate natural grouping area away from the large mammals. Output only the final image.	solveedit_0003	solveedit_0005	2715	null
main2500	first_batch_271:pvr102:gpt_case015_people_5_service_retail_care_settings_cleanup	gpt_case015_people_5_service_retail_care_settings_cleanup	cleanup	gpt	People	People & Daily Life	Service, Retail & Care Settings	service_retail_care_settings	rule_execution	Tidy the meeting room by sorting all items off the conference table into the credenza areas according to the four color-coded equipment-need labels, without moving any furniture.	solveedit_0004	solveedit_0006	2715	null
main2500	first_batch_271:pvr102:gpt_case016_people_5_service_retail_care_settings_object_zone	gpt_case016_people_5_service_retail_care_settings_object_zone	object_zone	gpt	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_execution	Move all items into their correct labeled zones and rack bins according to the posted rule sign, keeping all furniture and landmarks unchanged.	solveedit_0005	solveedit_0007	2715	null
main2500	first_batch_271:pvr102:gpt_case017_people_3_education_training_settings_cleanup	gpt_case017_people_3_education_training_settings_cleanup	cleanup	gpt	People	People & Daily Life	Education & Training Settings	education_training_settings	constraint_satisfaction	Tidy the living room and clear the walkway.Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0006	solveedit_0008	2715	null
main2500	first_batch_271:pvr102:gpt_case020_people_5_service_retail_care_settings_cleanup	gpt_case020_people_5_service_retail_care_settings_cleanup	cleanup	gpt	People	People & Daily Life	Service, Retail & Care Settings	service_retail_care_settings	rule_execution	Clear the trash from the living room, keeping the room layout, furniture, person, and reading materials exactly unchanged.	solveedit_0007	solveedit_0009	2715	null
main2500	first_batch_271:pvr102:gpt_case021_art_41_surface_pattern_ornament_design_grid_slot	gpt_case021_art_41_surface_pattern_ornament_design_grid_slot	grid_slot	gpt	Art	Art & Design	Surface Pattern & Ornament Design	surface_pattern_ornament_design	rule_induction	Complete the 4x4 color swatch grid by placing the four loose tiles into their correct slots based on the horizontal hue and vertical tone logic. Ensure all decorative motifs are oriented upright.	solveedit_0008	solveedit_0010	2715	null
main2500	first_batch_271:pvr102:gpt_case027_art_43_color_planning_palette_boards_object_zone	gpt_case027_art_43_color_planning_palette_boards_object_zone	object_zone	gpt	Art	Art & Design	Color Planning & Palette Boards	color_planning_palette_boards	rule_execution	Move each papers onto the palette board into the correct labeled zonebased on the RULES legend and dominant color family, keeping the board layout and camera view unchanged.	solveedit_0009	solveedit_0011	2715	null
main2500	first_batch_271:pvr102:gpt_case040_sci_tech_27_engineering_drawings_technical_specifications_cleanup	gpt_case040_sci_tech_27_engineering_drawings_technical_specifications_cleanup	cleanup	gpt	Sci&Tech	Science & Technology	Engineering Drawings & Technical Specifications	engineering_drawings_technical_specifications	rule_execution	Remove all temporary markers, stickers, and pencil cross-outs from the technical floor plan to create a clean final version of the drawing.	solveedit_0010	solveedit_0012	2715	null
main2500	first_batch_271:pvr102:gpt_case042_people_3_education_training_settings_cleanup	gpt_case042_people_3_education_training_settings_cleanup	cleanup	gpt	People	People & Daily Life	Education & Training Settings	education_training_settings	constraint_satisfaction	Tidy the living room by sorting while keeping everything else unchanged.	solveedit_0011	solveedit_0013	2715	null
main2500	first_batch_271:pvr102:movie_case044_people_2_work_organizations_coordination_object_zone	movie_case044_people_2_work_organizations_coordination_object_zone	object_zone	movie	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	constraint_satisfaction	Organize the office workspace by relocating the binders to a different compartment on the shelving unit. Output only the final image.	solveedit_0012	solveedit_0014	2715	null
main2500	first_batch_271:pvr102:movie_case045_people_5_service_retail_care_settings_object_zone	movie_case045_people_5_service_retail_care_settings_object_zone	object_zone	movie	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	constraint_satisfaction	Organize the scattered tools and containers outside the storefront by grouping them into neat display zones along the exterior. Output only the final image.	solveedit_0013	solveedit_0015	2715	null
main2500	first_batch_271:pvr102:movie_case051_people_2_work_organizations_coordination_object_zone	movie_case051_people_2_work_organizations_coordination_object_zone	object_zone	movie	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_induction	Tidy the workspace by sorts. Output only the final image.	solveedit_0014	solveedit_0016	2715	null
main2500	first_batch_271:pvr102:movie_case063_people_2_work_organizations_coordination_object_zone	movie_case063_people_2_work_organizations_coordination_object_zone	object_zone	movie	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	constraint_satisfaction	Organize the cluttered workspace by moving the scattered documents and office supplies into appropriate functional zones on the desk. Output only the final image.	solveedit_0015	solveedit_0018	2715	null
main2500	first_batch_271:pvr102:real_case073_sports_47_team_ball_sports_tactical_play_route_path	real_case073_sports_47_team_ball_sports_tactical_play_route_path	route_path	real	Sports	Sports & Motion	Team Ball Sports & Tactical Play	team_ball_sports_tactical_play	propagation	Draw the expected flight trajectory of the basketball given the players' mid-air defensive interaction. Output only the final image.	solveedit_0016	solveedit_0020	2715	null
main2500	first_batch_271:pvr102:real_case077_architecture_13_interior_layout_fit_out_object_zone	real_case077_architecture_13_interior_layout_fit_out_object_zone	object_zone	real	Architecture	Architecture & Space	Interior Layout & Fit-Out	interior_layout_fit_out	rule_execution	Tidy the interior space by clearing the drinkware from the seating area table and transferring it to the kitchen preparation surfaces. Output only the final image.	solveedit_0017	solveedit_0021	2715	null
main2500	first_batch_271:pvr102:real_case079_architecture_13_interior_layout_fit_out_object_zone	real_case079_architecture_13_interior_layout_fit_out_object_zone	object_zone	real	Architecture	Architecture & Space	Interior Layout & Fit-Out	interior_layout_fit_out	constraint_satisfaction	Tidy the living area by relocating the loose items from the coffee table to the game table in the window alcove. Output only the final image.	solveedit_0018	solveedit_0022	2715	null
main2500	first_batch_271:pvr102:real_case081_geography_29_navigation_route_terrain_maps_route_path	real_case081_geography_29_navigation_route_terrain_maps_route_path	route_path	real	Geography	Geography & Maps	Navigation, Route & Terrain Maps	navigation_route_terrain_maps	planning	Plan a legal vehicle navigation route through the intersection according to the lane markings and turning guidelines. Output only the final image.	solveedit_0019	solveedit_0023	2715	null
main2500	first_batch_271:pvr102:real_case084_geography_29_navigation_route_terrain_maps_route_path	real_case084_geography_29_navigation_route_terrain_maps_route_path	route_path	real	Geography	Geography & Maps	Navigation, Route & Terrain Maps	navigation_route_terrain_maps	planning	Plan and draw a valid vehicle route navigating through the intersection in accordance with the visible lane markings and traffic flow directions. Output only the final image.	solveedit_0020	solveedit_0024	2715	null
main2500	first_batch_271:pvr102:real_case089_people_1_home_domestic_life_object_zone	real_case089_people_1_home_domestic_life_object_zone	object_zone	real	People	People & Daily Life	Home & Domestic Life	home_domestic_life	constraint_satisfaction	Organize the cluttered items on the bed by grouping the food and study materials into distinct, tidy zones. Output only the final image.	solveedit_0021	solveedit_0025	2715	null
main2500	first_batch_271:pvr102:real_case094_people_1_home_domestic_life_object_zone	real_case094_people_1_home_domestic_life_object_zone	object_zone	real	People	People & Daily Life	Home & Domestic Life	home_domestic_life	rule_execution	Advance the recipe steps by transferring an ingredient from the open container into the active cookware. Output only the final image.	solveedit_0022	solveedit_0027	2715	null
main2500	first_batch_271:pvr102:real_case098_object_18_instruments_gauges_readout_devices_text_symbol	real_case098_object_18_instruments_gauges_readout_devices_text_symbol	text_symbol	real	Object	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_induction	Synchronize the analog readouts on all the timepieces to indicate the required target time state. Output only the final image.	solveedit_0023	solveedit_0028	2715	null
main2500	first_batch_271:pvr102:movie_case064_people_5_service_retail_care_settings_object_zone	real_case19_people_5_service_retail_care_settings_grid_slot	grid_slot	movie	People	People & Daily Life	Service, Retail & Care Settings	service_retail_care_settings	rule_induction	Organize the loose or misplaced merchandise into the appropriate slots on the counter displays according to the existing visual grouping patterns.	solveedit_0024	solveedit_0029	2715	null
main2500	first_batch_271:pvr61:004_004_px030_animal_zone_swap	004_004_px030_animal_zone_swap	object_zone	real	Other	General	Structured Arrangements & Groupings	cross_domain_structured_arrangements	rule_execution	Complete the animal zone swap: move the water birds onto the shore platform and move the small mammals into the water. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0025	solveedit_0030	2715	null
main2500	first_batch_271:pvr61:006_006_px036_gauge_comfort_state	006_006_px036_gauge_comfort_state	status_update	real	Other	General	Information Displays & Signs	cross_domain_information_displays	rule_execution	Update the gauge to the comfort state. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0026	solveedit_0031	2715	null
main2500	first_batch_271:pvr61:011_011_px061_watch_time_delta	011_011_px061_watch_time_delta	status_update	real	Other	General	Information Displays & Signs	cross_domain_information_displays	rule_execution	Show the watch twenty-six hours later. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0027	solveedit_0032	2715	null
main2500	first_batch_271:pvr61:013_013_px070_robot_tool_alignment	013_013_px070_robot_tool_alignment	assembly	real	Other	General	Facilities & Structured Installations	cross_domain_facilities_installations	constraint_satisfaction	Align the tool tip with the container opening. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0028	solveedit_0033	2715	null
main2500	first_batch_271:pvr61:014_014_px084_kanban_all_done	014_014_px084_kanban_all_done	status_update	real	Other	General	Information Displays & Signs	cross_domain_information_displays	rule_execution	Complete the board after all tasks are done. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0029	solveedit_0034	2715	null
main2500	first_batch_271:pvr61:017_017_px096_clean_desk_cable_routing	017_017_px096_clean_desk_cable_routing	route_path	real	Other	General	Transport & Route Networks	cross_domain_transport_route_networks	planning	Complete the clean desk setup: keep the charger accessible but route its cable outside the writing area. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0030	solveedit_0035	2715	null
main2500	first_batch_271:pvr61:018_018_px098_pipe_rack_lower_level_staging	018_018_px098_pipe_rack_lower_level_staging	object_zone	real	Other	General	Structured Arrangements & Groupings	cross_domain_structured_arrangements	rule_execution	Move all hollow pipes onto the lower rack level so the middle rack level is clear, and keep gas cylinders outside the rack. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0031	solveedit_0036	2715	null
main2500	first_batch_271:pvr61:019_019_px102_airport_post_boarding_clearance	019_019_px102_airport_post_boarding_clearance	cleanup	real	Other	General	Facilities & Structured Installations	cross_domain_facilities_installations	rule_execution	Complete the post-boarding state: remove the ground vehicles from the gate area while keeping the aircraft, jet bridge, and terminal unchanged. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels...	solveedit_0032	solveedit_0037	2715	null
main2500	first_batch_271:pvr61:023_023_px117_center_gauge_safe_update	023_023_px117_center_gauge_safe_update	status_update	real	Other	General	Information Displays & Signs	cross_domain_information_displays	rule_execution	Update only the center kilowatt gauge to the safe middle range while keeping the volt and ampere gauges unchanged. Edit only what is necessary to satisfy the task. Preserve the original camera view, scene layout, object identities, text, and non-target regions. Do not add explanatory labels or captions.	solveedit_0033	solveedit_0038	2715	null
main2500	first_batch_271:pvr61:G04_architecture_space_hotel_room_workflow_hotel_room_cleaning_sequence_case_0001	G04_architecture_space_hotel_room_workflow_hotel_room_cleaning_sequence_case_0001	cleanup	gpt	Architecture	Architecture & Space	Interior Layout & Fit-Out	interior_layout_fit_out	rule_execution	Transform the hotel room into the correct cleaned final state under the visible housekeeping rules. Output only the final image.	solveedit_0034	solveedit_0039	2715	null
main2500	first_batch_271:pvr61:G14_geography_environment_parking_assignment_parking_lot_reassignment_case_0001	G14_geography_environment_parking_assignment_parking_lot_reassignment_case_0001	route_path	gpt	Geography	Geography & Maps	Infrastructure & Utility Service Maps	infrastructure_utility_service_maps	constraint_satisfaction	Reassign the parking lot vehicles into valid final spaces under the visible parking rules. Output only the final image.	solveedit_0035	solveedit_0040	2715	null
main2500	first_batch_271:pvr61:G29_science_technology_electronics_repair_circuit_board_repair_state_case_0002	G29_science_technology_electronics_repair_circuit_board_repair_state_case_0002	connection_repair	gpt	Sci&Tech	Science & Technology	Electronic Circuits & Signal Schematics	electronic_circuits_signal_schematics	relational_tracing	Repair the broken circuit connection using the loose yellow jumper wire. Output only the final corrected board image.	solveedit_0036	solveedit_0041	2715	null
main2500	first_batch_271:pvr61:G02_architecture_space_construction_site_planning_construction_site_material_staging_case_0001	g02_architecture_space_construction_site_planning_construction_site_material	text_symbol	gpt	Architecture	Architecture & Space	Structural Frames & Construction	structural_frames_construction	rule_execution	Move the construction materials into valid staging zones according to the visible site constraints. Output only the final image.	solveedit_0037	solveedit_0042	2715	null
main2500	first_batch_271:pvr61:G05_art_design_digital_ui_design_color_palette_application_case_0001	g05_art_design_digital_ui_design_color_palette_application_case_0001	status_update	gpt	Art	Art & Design	Color Planning & Palette Boards	color_planning_palette_boards	rule_execution	Apply the visible color palette rules to the interface design. Output only the final image.	solveedit_0038	solveedit_0043	2715	null
main2500	first_batch_271:pvr61:G06_art_design_digital_ui_design_interface_widget_reflow_case_0001	g06_art_design_digital_ui_design_interface_widget_reflow_case_0001	status_update	gpt	Art	Art & Design	Interfaces & Screen Layouts	interfaces_screen_layouts	constraint_satisfaction	Reflow the interface widgets into a valid final layout under the visible UI constraints. Output only the final image.	solveedit_0039	solveedit_0044	2715	null
main2500	first_batch_271:pvr61:G08_art_design_rule_based_textile_patterns_pattern_repair_case_0001	g08_art_design_rule_based_textile_patterns_pattern_repair_case_0001	text_symbol	gpt	Art	Art & Design	Surface Pattern & Ornament Design	surface_pattern_ornament_design	rule_induction	Repair the visual pattern according to the visible repetition rule. Output only the final image.	solveedit_0040	solveedit_0045	2715	null
main2500	first_batch_271:pvr61:G09_game_puzzle_board_game_movement_board_game_move_state_case_0001	g09_game_puzzle_board_game_movement_board_game_move_state_case_0001	grid_slot	gpt	Game	Games & Puzzles	Board Games & Discrete Move Systems	board_games_discrete_move_systems	rule_execution	Apply the visible board-game move rule and produce the final board state. Output only the final image.	solveedit_0041	solveedit_0046	2715	null
main2500	first_batch_271:pvr61:G12_geography_environment_flood_planning_flood_barrier_final_state_case_0001	g12_geography_environment_flood_planning_flood_barrier_final_state_case_0001	text_symbol	gpt	Geography	Geography & Maps	Hazard, Emergency & Disaster Maps	hazard_emergency_disaster_maps	constraint_satisfaction	Place the flood barriers into the valid final state under the visible map constraints. Output only the final image.	solveedit_0042	solveedit_0047	2715	null
main2500	first_batch_271:pvr61:G17_nature_wildlife_forest_fire_management_forest_fire_spread_final_state_case_0001	g17_nature_wildlife_forest_fire_management_forest_fire_spread_final_state_ca	status_update	gpt	Nature	Nature & Environment	Weather & Atmospheric Systems	weather_atmospheric_systems	propagation	Propagate the forest fire to the valid final state under the visible spread rules. Output only the final image.	solveedit_0043	solveedit_0048	2715	null
main2500	first_batch_271:pvr61:G18_nature_wildlife_greenhouse_irrigation_greenhouse_irrigation_final_state_case_0001	g18_nature_wildlife_greenhouse_irrigation_greenhouse_irrigation_final_state	status_update	gpt	Nature	Nature & Environment	Plants, Vegetation & Growth	plants_vegetation_growth	propagation	Propagate the greenhouse irrigation flow to the correct final state under the visible valve rules. Output only the final image.	solveedit_0044	solveedit_0049	2715	null
main2500	first_batch_271:pvr61:G19_object_artifact_mechanical_assembly_mechanical_part_assembly_case_0001	g19_object_artifact_mechanical_assembly_mechanical_part_assembly_case_0001	assembly	gpt	Object	Objects & Mechanisms	Assembly, Fastening & Part Relations	assembly_fastening_part_relations	constraint_satisfaction	Assemble the mechanical parts into the valid final configuration under the visible assembly rules. Output only the final image.	solveedit_0045	solveedit_0050	2715	null
main2500	first_batch_271:pvr61:G20_object_artifact_mechanical_assembly_mechanical_part_assembly_case_0002	g20_object_artifact_mechanical_assembly_mechanical_part_assembly_case_0002	assembly	gpt	Object	Objects & Mechanisms	Assembly, Fastening & Part Relations	assembly_fastening_part_relations	rule_execution	Assemble the mechanical parts into the valid final configuration under the visible assembly rules. Output only the final image.	solveedit_0046	solveedit_0051	2715	null
main2500	first_batch_271:pvr61:G21_object_artifact_packing_and_storage_warehouse_pallet_repacking_case_0002	g21_object_artifact_packing_and_storage_warehouse_pallet_repacking_case_0002	grid_slot	gpt	Object	Games & Puzzles	Assembly & Packing Puzzles	assembly_packing_puzzles	constraint_satisfaction	Repack the warehouse pallet into a valid final stack under the visible packing constraints. Output only the final image.	solveedit_0047	solveedit_0052	2715	null
main2500	first_batch_271:pvr61:G24_people_daily_life_classroom_grouping_classroom_lab_group_assignment_case_0002	g24_people_daily_life_classroom_grouping_classroom_lab_group_assignment_case	grid_slot	gpt	People	People & Daily Life	Education & Training Settings	education_training_settings	constraint_satisfaction	Assign the classroom lab groups according to the visible seating and grouping constraints. Output only the final image.	solveedit_0048	solveedit_0053	2715	null
main2500	first_batch_271:pvr61:G26_people_daily_life_laundry_care_laundry_sorting_basket_case_0001	g26_people_daily_life_laundry_care_laundry_sorting_basket_case_0001	grid_slot	gpt	People	People & Daily Life	Home & Domestic Life	home_domestic_life	rule_execution	Sort the laundry into the correct baskets under the visible care rules. Output only the final image.	solveedit_0049	solveedit_0054	2715	null
main2500	first_batch_271:pvr61:G30_science_technology_laboratory_fluid_systems_lab_tube_final_state_case_0001	g30_science_technology_laboratory_fluid_systems_lab_tube_final_state_case_00	status_update	gpt	Sci&Tech	Science & Technology	Engineering Drawings & Technical Specifications	engineering_drawings_technical_specifications	propagation	Propagate the lab tube fluid state according to the visible connection and valve rules. Output only the final image.	solveedit_0050	solveedit_0056	2715	null
main2500	first_batch_271:pvr61:G32_science_technology_medical_tubing_systems_iv_line_final_state_case_0002	g32_science_technology_medical_tubing_systems_iv_line_final_state_case_0002	status_update	gpt	Sci&Tech	Science & Technology	Engineering Drawings & Technical Specifications	engineering_drawings_technical_specifications	propagation	Propagate the IV line flow according to the visible clamps and connections. Output only the final image.	solveedit_0051	solveedit_0057	2715	null
main2500	first_batch_271:pvr61:G33_science_technology_workflow_execution_flowchart_execution_final_sheet_case_0001	g33_science_technology_workflow_execution_flowchart_execution_final_sheet_ca	text_symbol	gpt	Sci&Tech	Science & Technology	Workflow, Protocol & Process Diagrams	workflow_protocol_process_diagrams	rule_execution	Execute the visible flowchart and produce the correct final sheet state. Output only the final image.	solveedit_0052	solveedit_0058	2715	null
main2500	first_batch_271:scale1201:animation_case0027_people_1_home_domestic_life_object_zone	animation_case0027_people_1_home_domestic_life_object_zone	object_zone	animation	People	People & Daily Life	Home & Domestic Life	home_domestic_life	constraint_satisfaction	Rearrange the dining table setting by repositioning the dishes into the updated serving layout. Output only the final image.	solveedit_0053	solveedit_0060	2715	null
main2500	first_batch_271:scale1201:animation_case0091_people_5_service_retail_care_settings_grid_slot	animation_case0091_people_5_service_retail_care_settings_grid_slot	grid_slot	animation	People	People & Daily Life	Service, Retail & Care Settings	service_retail_care_settings	constraint_satisfaction	Reorganize the vending machine display by assigning the loose snack items scattered in the bottom bin to the unoccupied spiral slots on the shelves. Output only the final image.	solveedit_0054	solveedit_0064	2715	null
main2500	first_batch_271:scale1201:animation_case0095_people_1_home_domestic_life_object_zone	animation_case0095_people_1_home_domestic_life_object_zone	object_zone	animation	People	People & Daily Life	Home & Domestic Life	home_domestic_life	constraint_satisfaction	Rearrange the characters in the living room by relocating them to appropriate seating and play zones. Output only the final image.	solveedit_0055	solveedit_0065	2715	null
main2500	first_batch_271:scale1201:animation_case0113_people_4_public_venues_crowd_management_object_zone	animation_case0113_people_4_public_venues_crowd_management_object_zone	object_zone	animation	People	Geography & Maps	Infrastructure & Utility Service Maps	infrastructure_utility_service_maps	constraint_satisfaction	Relocate the animals to comply with the posted zone restrictions in the park while preserving the people and background environment. Output only the final image.	solveedit_0056	solveedit_0066	2715	null
main2500	first_batch_271:scale1201:animation_case0131_object_18_instruments_gauges_readout_devices_text_symbol	animation_case0131_object_18_instruments_gauges_readout_devices_text_symbol	text_symbol	animation	Object	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_induction	Restore the primary text label at the top of the device to a fully legible state by removing the elements that obscure the word. Preserve all other weathering, stickers, and graffiti on the main casing. Output only the final image.	solveedit_0057	solveedit_0067	2715	null
main2500	first_batch_271:scale1201:animation_case0161_people_5_service_retail_care_settings_object_zone	animation_case0161_people_5_service_retail_care_settings_object_zone	object_zone	animation	People	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_execution	Organize the cafeteria scene by clearing the loose dining wares from the tables to the appropriate collection area on the counter. Output only the final image.	solveedit_0058	solveedit_0068	2715	null
main2500	first_batch_271:scale1201:animation_case0170_geography_29_navigation_route_terrain_maps_route_path	animation_case0170_geography_29_navigation_route_terrain_maps_route_path	route_path	animation	Geography	Geography & Maps	Navigation, Route & Terrain Maps	navigation_route_terrain_maps	relational_tracing	Plan a continuous navigation route along the elevated highway infrastructure through the interchange. Highlight the valid travel path tracing the road lanes. Output only the final image.	solveedit_0059	solveedit_0069	2715	null
main2500	first_batch_271:scale1201:animation_case0172_people_1_home_domestic_life_object_zone	animation_case0172_people_1_home_domestic_life_object_zone	object_zone	animation	People	People & Daily Life	Home & Domestic Life	home_domestic_life	constraint_satisfaction	Assist with the meal setup by transferring the carried food platter to an available resting zone among the dining arrangement. Output only the final image.	solveedit_0060	solveedit_0070	2715	null
main2500	first_batch_271:scale1201:animation_case0121_people_4_public_venues_crowd_management_object_zone	animation_case01_architecture_15_structural_frames_construction_connection_repair	connection_repair	animation	Architecture	Architecture & Space	Structural Frames & Construction	structural_frames_construction	constraint_satisfaction	Repair the structural gap on the main crossing to restore a continuous, drivable roadway.	solveedit_0061	solveedit_0071	2715	null
main2500	first_batch_271:scale1201:game_case0269_game_40_board_games_discrete_move_systems_object_zone	game_case0269_game_40_board_games_discrete_move_systems_object_zone	object_zone	game	Game	Games & Puzzles	Board Games & Discrete Move Systems	board_games_discrete_move_systems	constraint_satisfaction	Reposition the game combatants to execute a tactical evasion and escape the active attack hit zones. Output only the final image.	solveedit_0062	solveedit_0072	2715	null
main2500	first_batch_271:scale1201:game_case0275_game_40_board_games_discrete_move_systems_object_zone	game_case0275_game_40_board_games_discrete_move_systems_object_zone	object_zone	game	Game	Games & Puzzles	Board Games & Discrete Move Systems	board_games_discrete_move_systems	constraint_satisfaction	Deploy a valid card from the player's hand into the corresponding mechanical item slot by satisfying its explicitly stated attribute constraints. Output only the final image.	solveedit_0063	solveedit_0073	2715	null
main2500	first_batch_271:scale1201:game_case0281_art_45_interfaces_screen_layouts_object_zone	game_case0281_art_45_interfaces_screen_layouts_object_zone	object_zone	game	Art	Art & Design	Interfaces & Screen Layouts	interfaces_screen_layouts	constraint_satisfaction	Reorganize the scattered resources on the main play area by grouping identical item types into distinct clusters. Preserve all UI toolbars, the central mining action, and the background environment. Output only the final image.	solveedit_0064	solveedit_0074	2715	null
main2500	first_batch_271:scale1201:game_case0285_game_35_constraint_grids_cell_puzzles_grid_slot	game_case0285_game_35_constraint_grids_cell_puzzles_grid_slot	grid_slot	game	Game	Games & Puzzles	Constraint Grids & Cell Puzzles	constraint_grids_cell_puzzles	constraint_satisfaction	Complete the pixel art on the main grid by placing the correct colored blocks to match the reference pattern. Output only the final image.	solveedit_0065	solveedit_0075	2715	null
main2500	first_batch_271:scale1201:game_case0312_sports_49_racing_obstacle_climbing_courses_route_path	game_case0312_sports_49_racing_obstacle_climbing_courses_route_path	route_path	game	Sports	Sports & Motion	Racing, Obstacle & Climbing Courses	racing_obstacle_climbing_courses	planning	Plan the forward running route for the character along the traversable roof area avoiding the cooling units. Output only the final image.	solveedit_0066	solveedit_0076	2715	null
main2500	first_batch_271:scale1201:gpt_case0364_sci_tech_24_discrete_structures_information_diagrams_cleanup	gpt_case0364_sci_tech_24_discrete_structures_information_diagrams_cleanup	cleanup	gpt	Sci&Tech	Science & Technology	Discrete Structures & Information Diagrams	discrete_structures_information_diagrams	constraint_satisfaction	Sort the diagram icons from the unsorted area into the appropriate labeled bins. Output only the final image.	solveedit_0067	solveedit_0077	2715	null
main2500	first_batch_271:scale1201:gpt_case0365_object_18_instruments_gauges_readout_devices_cleanup	gpt_case0365_object_18_instruments_gauges_readout_devices_cleanup	cleanup	gpt	Object	Objects & Mechanisms	Instruments, Gauges & Readout Devices	instruments_gauges_readout_devices	rule_execution	Organize the cluttered workbench by sorting all loose items into their corresponding labeled containers and tool holders. Output only the final image.	solveedit_0068	solveedit_0078	2715	null
main2500	first_batch_271:scale1201:gpt_case0384_geography_34_infrastructure_utility_service_maps_text_symbol	gpt_case0384_geography_34_infrastructure_utility_service_maps_text_symbol	text_symbol	gpt	Geography	Geography & Maps	Infrastructure & Utility Service Maps	infrastructure_utility_service_maps	rule_execution	Correct the navigational symbol on the chart according to the rules provided in the map legend. Output only the final image.	solveedit_0069	solveedit_0079	2715	null
main2500	first_batch_271:scale1201:gpt_case0391_geography_29_navigation_route_terrain_maps_route_path	gpt_case0391_geography_29_navigation_route_terrain_maps_route_path	route_path	gpt	Geography	Geography & Maps	Navigation, Route & Terrain Maps	navigation_route_terrain_maps	planning	Plan the valid waterway navigation route on the map, passing through required waypoints and avoiding all marked hazards and restricted zones. Output only the final image.	solveedit_0070	solveedit_0080	2715	null
main2500	first_batch_271:scale1201:gpt_case0398_object_19_assembly_fastening_part_relations_grid_slot	gpt_case0398_object_19_assembly_fastening_part_relations_grid_slot	grid_slot	gpt	Object	Objects & Mechanisms	Assembly, Fastening & Part Relations	assembly_fastening_part_relations	rule_induction	Sort the electronic and mechanical parts into the correct compartments of the assembly tray based on the implied sorting rules. Output only the final image.	solveedit_0071	solveedit_0081	2715	null
main2500	first_batch_271:scale1201:gpt_case0400_geography_30_hazard_emergency_disaster_maps_object_zone	gpt_case0400_geography_30_hazard_emergency_disaster_maps_object_zone	object_zone	gpt	Geography	Geography & Maps	Hazard, Emergency & Disaster Maps	hazard_emergency_disaster_maps	rule_execution	Position the emergency resource icons on the map by following the placement rules for each hazard zone and topographical feature. Output only the final image.	solveedit_0072	solveedit_0082	2715	null
main2500	first_batch_271:scale1201:gpt_case0409_people_1_home_domestic_life_object_zone	gpt_case0409_people_1_home_domestic_life_object_zone	object_zone	gpt	People	People & Daily Life	Home & Domestic Life	home_domestic_life	rule_execution	Sort the items from the central cart onto the appropriate workstations according to the visible functional labels. Output only the final image.	solveedit_0073	solveedit_0083	2715	null
main2500	first_batch_271:scale1201:gpt_case0410_architecture_11_building_plans_room_adjacency_grid_slot	gpt_case0410_architecture_11_building_plans_room_adjacency_grid_slot	grid_slot	gpt	Architecture	Architecture & Space	Building Plans & Room Adjacency	building_plans_room_adjacency	rule_induction	Reassemble the modular components of the airport drop-off area into their correct positions according to the implied site plan rules. Output only the final image.	solveedit_0074	solveedit_0084	2715	null
main2500	first_batch_271:scale1201:gpt_case0416_people_5_service_retail_care_settings_text_symbol	gpt_case0416_people_5_service_retail_care_settings_text_symbol	text_symbol	gpt	People	Art & Design	Symbols, Icons & Geometric Marks	symbols_icons_geometric_marks	constraint_satisfaction	Correct the inconsistent textual information on the art exhibit labels according to the visible context of the gallery. Output only the final image.	solveedit_0075	solveedit_0085	2715	null
main2500	first_batch_271:scale1201:gpt_case0429_art_45_interfaces_screen_layouts_cleanup	gpt_case0429_art_45_interfaces_screen_layouts_cleanup	cleanup	gpt	Art	Art & Design	Interfaces & Screen Layouts	interfaces_screen_layouts	rule_execution	Organize the scattered graphic assets from the canvas by sorting them into their appropriate labeled library panels. Output only the final image.	solveedit_0076	solveedit_0086	2715	null
main2500	first_batch_271:scale1201:gpt_case0434_sports_47_team_ball_sports_tactical_play_cleanup	gpt_case0434_sports_47_team_ball_sports_tactical_play_cleanup	cleanup	gpt	Sports	Sports & Motion	Team Ball Sports & Tactical Play	team_ball_sports_tactical_play	rule_execution	Sort the mixed sports equipment from the central pile into the corresponding sport-themed zones marked on the floor. Output only the final image.	solveedit_0077	solveedit_0087	2715	null
main2500	first_batch_271:scale1201:gpt_case0437_nature_10_landforms_rivers_watersheds_text_symbol	gpt_case0437_nature_10_landforms_rivers_watersheds_text_symbol	text_symbol	gpt	Nature	Nature & Environment	Landforms, Rivers & Watersheds	landforms_rivers_watersheds	rule_induction	Correct the text on the navigational markers to comply with maritime channel regulations. Output only the final image.	solveedit_0078	solveedit_0088	2715	null
main2500	first_batch_271:scale1201:gpt_case0450_sci_tech_26_data_charts_quantitative_displays_grid_slot	gpt_case0450_sci_tech_26_data_charts_quantitative_displays_grid_slot	grid_slot	gpt	Sci&Tech	Science & Technology	Data Charts & Quantitative Displays	data_charts_quantitative_displays	relational_tracing	Relocate the component icons on the performance matrix to their correct positions according to the visible reference data. Output only the final image.	solveedit_0079	solveedit_0089	2715	null
main2500	first_batch_271:scale1201:gpt_case0460_art_44_posters_editorial_pages_graphic_layout_object_zone	gpt_case0460_art_44_posters_editorial_pages_graphic_layout_object_zone	object_zone	gpt	Art	Art & Design	Posters, Editorial Pages & Graphic Layout	posters_editorial_pages_graphic_layout	rule_execution	Sort the provided UI icons into the appropriate labeled quadrants on the design canvas based on their function. Output only the final image.	solveedit_0080	solveedit_0090	2715	null
main2500	first_batch_271:scale1201:gpt_case0466_art_42_symbols_icons_geometric_marks_grid_slot	gpt_case0466_art_42_symbols_icons_geometric_marks_grid_slot	grid_slot	gpt	Art	Art & Design	Symbols, Icons & Geometric Marks	symbols_icons_geometric_marks	constraint_satisfaction	Complete the mosaic tile grid so that each row and column contains one of each unique tile pattern. Output only the final image.	solveedit_0081	solveedit_0091	2715	null
main2500	first_batch_271:scale1201:gpt_case0467_sci_tech_23_automata_state_machines_formal_transition_systems_object_zone	gpt_case0467_sci_tech_23_automata_state_machines_formal_transition_systems_object_zone	object_zone	gpt	Sci&Tech	Science & Technology	Automata, State Machines & Formal Transition Systems	automata_state_machines_formal_transition_systems	rule_execution	Sort the factory components from the conveyor belt into the appropriate bins based on the sorting rules displayed on the monitor. Output only the final image.	solveedit_0082	solveedit_0092	2715	null
main2500	first_batch_271:scale1201:gpt_case0480_sci_tech_25_workflow_protocol_process_diagrams_cleanup	gpt_case0480_sci_tech_25_workflow_protocol_process_diagrams_cleanup	cleanup	gpt	Sci&Tech	Science & Technology	Workflow, Protocol & Process Diagrams	workflow_protocol_process_diagrams	rule_execution	Sort the scattered electronic components from the central workbench into their appropriate labeled bins on the surrounding shelves. Output only the final image.	solveedit_0083	solveedit_0093	2715	null
main2500	first_batch_271:scale1201:gpt_case0483_game_36_connectivity_network_puzzles_grid_slot	gpt_case0483_game_36_connectivity_network_puzzles_grid_slot	grid_slot	gpt	Game	Games & Puzzles	Connectivity & Network Puzzles	connectivity_network_puzzles	constraint_satisfaction	Place all the puzzle pieces into the grid according to the visible row and column constraints to solve the escape room puzzle. Output only the final image.	solveedit_0084	solveedit_0094	2715	null
main2500	first_batch_271:scale1201:gpt_case0492_art_43_color_planning_palette_boards_object_zone	gpt_case0492_art_43_color_planning_palette_boards_object_zone	object_zone	gpt	Art	Art & Design	Color Planning & Palette Boards	color_planning_palette_boards	constraint_satisfaction	Arrange the design assets into the magazine layout template according to the visible style guide rules. Output only the final image.	solveedit_0085	solveedit_0096	2715	null
main2500	first_batch_271:scale1201:gpt_case0494_sci_tech_26_data_charts_quantitative_displays_grid_slot	gpt_case0494_sci_tech_26_data_charts_quantitative_displays_grid_slot	grid_slot	gpt	Sci&Tech	Science & Technology	Data Charts & Quantitative Displays	data_charts_quantitative_displays	rule_execution	Organize the medical supplies by placing them into the correct compartments of the labeled tray according to the rules defined by the labels. Output only the final image.	solveedit_0086	solveedit_0097	2715	null
main2500	first_batch_271:scale1201:gpt_case0496_game_36_connectivity_network_puzzles_object_zone	gpt_case0496_game_36_connectivity_network_puzzles_object_zone	object_zone	gpt	Game	Games & Puzzles	Connectivity & Network Puzzles	connectivity_network_puzzles	rule_execution	Solve the puzzle by placing each game piece into the grid cell with the corresponding symbol. Output only the final image.	solveedit_0087	solveedit_0098	2715	null
main2500	first_batch_271:scale1201:gpt_case0503_object_19_assembly_fastening_part_relations_cleanup	gpt_case0503_object_19_assembly_fastening_part_relations_cleanup	cleanup	gpt	Object	Objects & Mechanisms	Assembly, Fastening & Part Relations	assembly_fastening_part_relations	rule_execution	Organize the cluttered quality control workstation by sorting the mixed mechanical parts and foreign items into the appropriate labeled bins. Output only the final image.	solveedit_0088	solveedit_0099	2715	null
main2500	first_batch_271:scale1201:gpt_case0508_sci_tech_24_discrete_structures_information_diagrams_object_zone	gpt_case0508_sci_tech_24_discrete_structures_information_diagrams_object_zone	object_zone	gpt	Sci&Tech	Science & Technology	Discrete Structures & Information Diagrams	discrete_structures_information_diagrams	constraint_satisfaction	Assign the project teams and their required resources to the correct lab zones according to the allocation rules shown in the diagram. Output only the final image.	solveedit_0089	solveedit_0100	2715	null
main2500	first_batch_271:scale1201:gpt_case0512_art_43_color_planning_palette_boards_grid_slot	gpt_case0512_art_43_color_planning_palette_boards_grid_slot	grid_slot	gpt	Art	Art & Design	Color Planning & Palette Boards	color_planning_palette_boards	constraint_satisfaction	Organize the design swatches on the mood board grid according to the visible icon constraints. Output only the final image.	solveedit_0090	solveedit_0101	2715	null
main2500	first_batch_271:scale1201:gpt_case0516_sports_49_racing_obstacle_climbing_courses_object_zone	gpt_case0516_sports_49_racing_obstacle_climbing_courses_object_zone	object_zone	gpt	Sports	Sports & Motion	Racing, Obstacle & Climbing Courses	racing_obstacle_climbing_courses	constraint_satisfaction	Sort the athletes and their sports equipment from the central area into their designated event zones on the athletics field. Output only the final image.	solveedit_0091	solveedit_0102	2715	null
main2500	first_batch_271:scale1201:gpt_case0517_architecture_13_interior_layout_fit_out_cleanup	gpt_case0517_architecture_13_interior_layout_fit_out_cleanup	cleanup	gpt	Architecture	Architecture & Space	Interior Layout & Fit-Out	interior_layout_fit_out	constraint_satisfaction	Tidy the cluttered airport lounge by moving all misplaced mobile equipment to their designated storage and service locations, clearing all walkways and access points. Output only the final image.	solveedit_0092	solveedit_0103	2715	null
main2500	first_batch_271:scale1201:gpt_case0519_architecture_16_site_plans_campus_circulation_grid_slot	gpt_case0519_architecture_16_site_plans_campus_circulation_grid_slot	grid_slot	gpt	Architecture	Architecture & Space	Site Plans & Campus Circulation	site_plans_campus_circulation	constraint_satisfaction	Organize the misplaced site objects at the road intersection by placing them into their correct marked zones according to the site plan. Output only the final image.	solveedit_0093	solveedit_0104	2715	null
main2500	first_batch_271:scale1201:gpt_case0520_art_45_interfaces_screen_layouts_object_zone	gpt_case0520_art_45_interfaces_screen_layouts_object_zone	object_zone	gpt	Art	Art & Design	Interfaces & Screen Layouts	interfaces_screen_layouts	rule_execution	Arrange the scattered design assets by placing them into their corresponding labeled zones on the central canvas. Output only the final image.	solveedit_0094	solveedit_0105	2715	null
main2500	first_batch_271:scale1201:gpt_case0524_sports_50_ballistics_flight_landing_events_object_zone	gpt_case0524_sports_50_ballistics_flight_landing_events_object_zone	object_zone	gpt	Sports	Sports & Motion	Ballistics, Flight & Landing Events	ballistics_flight_landing_events	constraint_satisfaction	Sort the scattered throwing equipment into the correct storage racks based on the visible pictograms. Output only the final image.	solveedit_0095	solveedit_0106	2715	null
main2500	first_batch_271:scale1201:gpt_case0528_sports_49_racing_obstacle_climbing_courses_cleanup	gpt_case0528_sports_49_racing_obstacle_climbing_courses_cleanup	cleanup	gpt	Sports	Sports & Motion	Racing, Obstacle & Climbing Courses	racing_obstacle_climbing_courses	rule_execution	Sort the scattered sports equipment into the appropriate labeled bins based on their category. Output only the final image.	solveedit_0096	solveedit_0107	2715	null
main2500	first_batch_271:scale1201:gpt_case0535_art_44_posters_editorial_pages_graphic_layout_object_zone	gpt_case0535_art_44_posters_editorial_pages_graphic_layout_object_zone	object_zone	gpt	Art	Art & Design	Posters, Editorial Pages & Graphic Layout	posters_editorial_pages_graphic_layout	rule_execution	Organize the color and pattern swatches into the correct categories on the mood board grid based on the provided labels. Output only the final image.	solveedit_0097	solveedit_0108	2715	null
main2500	first_batch_271:scale1201:gpt_case0537_object_17_mechanical_transmission_rigid_body_interactions_text_symbol	gpt_case0537_object_17_mechanical_transmission_rigid_body_interactions_text_symbol	text_symbol	gpt	Object	Objects & Mechanisms	Mechanical Transmission & Rigid-Body Interactions	mechanical_transmission_rigid_body_interactions	rule_execution	Correct the information on the digital display to match the data from the product label at the quality control station. Output only the final image.	solveedit_0098	solveedit_0109	2715	null
main2500	first_batch_271:scale1201:gpt_case0541_art_45_interfaces_screen_layouts_object_zone	gpt_case0541_art_45_interfaces_screen_layouts_object_zone	object_zone	gpt	Art	Art & Design	Interfaces & Screen Layouts	interfaces_screen_layouts	rule_execution	Sort the visible design assets into their appropriate category zones on the digital mood board. Output only the final image.	solveedit_0099	solveedit_0110	2715	null
main2500	first_batch_271:scale1201:gpt_case0552_sci_tech_26_data_charts_quantitative_displays_cleanup	gpt_case0552_sci_tech_26_data_charts_quantitative_displays_cleanup	cleanup	gpt	Sci&Tech	Science & Technology	Data Charts & Quantitative Displays	data_charts_quantitative_displays	constraint_satisfaction	Organize the cluttered electronics workbench by sorting the loose components, tools, and scrap materials into their correct storage containers and areas. Output only the final image.	solveedit_0100	solveedit_0111	2715	null

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SolveEdit

Paper: https://arxiv.org/pdf/2609.35504
Code: https://github.com/WenjieShu/SolveEdit

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Paper for wenjieshu/solveedit_benchmark_2728

SolveEdit: Benchmarking Visual Problem Solving in Generative Models

Paper • 2609.35504 • Published Sep 28 • 14