Datasets:

AlayaLab
/

EditHero

chain stringclasses 457 values	family stringclasses 6 values	turn int32 1 30	operation stringclasses 4 values	instruction stringlengths 17 553	license stringclasses 3 values
A/0147682c_s0	A	1	add	Add a tall mossy rock block with a small blue stone on top against one end of the main rock, and a lower mossy rock ledge along its side like a step.	CC BY / CC0
A/0147682c_s0	A	2	add	Scatter small blue stones on the lower ledge and beside the blue stone on the tall block, and add a few small mossy rock steps at the end of the lower ledge.	CC BY / CC0
A/0147682c_s0	A	3	add	Place the teapot assembly on the central rock—the dome-shaped lid sits on top, the handle extends from the side. Orient the spout toward the front.	CC BY / CC0
A/0147682c_s0	A	4	add	Plant a tall red-leafed tree with a dark trunk on top of the tall rock block, a medium one on the main rock on the other side of the teapot, and a small one on the lower mossy ledge.	CC BY / CC0
A/0278450d_s0	A	1	add	Attach two blue legs to the bottom of the red torso, one on each side.	CC BY / CC0
A/0278450d_s0	A	2	add	Attach a red arm to each side of the torso.	CC BY / CC0
A/0278450d_s0	A	3	add	Attach a yellow hand to the bottom of each red arm.	CC BY / CC0
A/0278450d_s0	A	4	add	Place the yellow head with black eyes and a smile on top of the red torso.	CC BY / CC0
A/049fb41f_s0	A	1	add	Place a large dark green faceted polygonal leaf cluster on top of the trunk to form the main canopy.	CC BY / CC0
A/049fb41f_s0	A	2	add	Add two bright green faceted foliage clusters just under the main canopy, one on each side of the trunk top.	CC BY / CC0
A/049fb41f_s0	A	3	add	Add two small foliage clusters lower on the branches beneath the others: one bright green and one olive green.	CC BY / CC0
A/049fb41f_s0	A	4	add	Add three dark green faceted foliage clusters at the ends of the outer branches, around the edge of the existing foliage.	CC BY / CC0
A/0539d921_s0	A	1	add	Add three vertical masts along the top of the hull: space one at the rear, one at the middle, and one near the front. Each mast carries white sails and a blue flag at the top.	CC BY / CC0
A/0539d921_s0	A	2	add	Attach a blue dragon-like bow ornament with wings and a pointed beak to the very front of the hull.	CC BY / CC0
A/0539d921_s0	A	3	add	Add thin rigging lines: one running from the top of the front mast down to the bow, and two linking the tops of neighbouring masts.	CC BY / CC0
A/0539d921_s0	A	4	add	Add two large rectangular white sails at the middle sections: one spanning between the rear and middle masts, the other spanning between the middle and front masts.	CC BY / CC0
A/05859b0e_s0	A	1	add	Place a dark red stemmed wine glass near one end of the wooden tray.	CC BY / CC0
A/05859b0e_s0	A	2	add	Place two salmon-topped sushi rolls side by side next to the wine glass, toward the middle of the tray.	CC BY / CC0
A/05859b0e_s0	A	3	add	Place three pieces of salmon nigiri in a row alongside the sushi rolls, running toward the end of the tray away from the wine glass.	CC BY / CC0
A/05859b0e_s0	A	4	add	Place a small round soy sauce bowl at the end of the tray opposite the wine glass, just past the sushi rolls.	CC BY / CC0
A/08aa8c9b_s0	A	1	add	Place a flower-shaped stone basin with five petal-like sections on the circular base, leaving a central opening.	CC BY / CC0
A/08aa8c9b_s0	A	2	add	Fill the five petal-like sections of the basin with blue water.	CC BY / CC0
A/08aa8c9b_s0	A	3	add	Add a central stone pedestal with a cylindrical top in the middle of the basin.	CC BY / CC0
A/08aa8c9b_s0	A	4	add	Place a grey statue of a human figure in a dynamic pose on top of the central pedestal.	CC BY / CC0
A/08aa8c9b_s0	A	5	add	Add a water jet arcing from the statue's hand into the petal-shaped section on the front-left.	CC BY / CC0
A/0afd314c_s0	A	1	add	Place a vertical wooden support post at each of the four corners of the floor platform.	CC BY / CC0
A/0afd314c_s0	A	2	add	Add four more vertical wooden support posts, spacing them evenly along the front and back edges of the floor between the corner posts.	CC BY / CC0
A/0afd314c_s0	A	3	add	Add a decorative railing with a black geometric lattice and a light wood frame along the object's left side, spanning between the left corner posts and resting on a base beam.	CC BY / CC0
A/0afd314c_s0	A	4	add	Add two decorative railing panels with black geometric lattice and light wood frames on the front, placing one on each side of the central opening.	CC BY / CC0
A/0afd314c_s0	A	5	add	Add a decorative railing with a black geometric lattice and light wood frame along the object's right side, spanning between the right corner posts.	CC BY / CC0
A/0afd314c_s0	A	6	add	Add the wooden roof truss framework, a multi-tiered sloped structure of interconnected beams, on top of all the support posts.	CC BY / CC0
A/0afd314c_s0	A	7	add	Add the light beige sloped roof panels covering the truss framework, including the upper tier and the two end sections.	CC BY / CC0
A/0afd314c_s0	A	8	add	Add the triangular roof ridge cap at the central peak where the two roof slopes meet, and a small wooden panel on the upper left roof edge.	CC BY / CC0
A/0b6d0ebb_s0	A	1	add	Add the yellow spiky hair on top of the head, with the strands sweeping back.	CC BY / CC0
A/0b6d0ebb_s0	A	2	add	Add two bent orange arms on either side of the body, one on the character's left and one on the right, in a running pose.	CC BY / CC0
A/0b6d0ebb_s0	A	3	add	Add two orange feet below the white shorts, one on the character's left and one on the right, in a running pose.	CC BY / CC0
A/0b6d0ebb_s0	A	4	add	Add two white circular eyes and a curved red mouth on the front of the head.	CC BY / CC0
A/0caa52e2_s0	A	1	add	Attach a white angular lower leg on the left and another on the right to the base of the torso. Add a flat white foot with an orange tip and central gray circular component to the bottom of each lower leg.	CC BY / CC0
A/0caa52e2_s0	A	2	add	Add a back fin assembly behind the torso, made of multiple orange and white panels extending downward from a central circular hub.	CC BY / CC0
A/0caa52e2_s0	A	3	add	Attach a segmented orange-and-white arm with a gray hand to each shoulder, one on the left and one on the right, extending outward and slightly upward.	CC BY / CC0
A/0caa52e2_s0	A	4	add	Place a blue helmet with orange side fins and a white face panel on top of the torso.	CC BY / CC0
A/0caa52e2_s0	A	5	add	Add a blue dome-shaped helmet above the existing helmet, covering the top and resting on the shoulders.	CC BY / CC0
A/0e546154_s0	A	1	add	Add two gray legs under the rear of the body, one on each side, and a gray tail angling down from the back end.	CC BY / CC0
A/0e546154_s0	A	2	add	Attach a light gray head with a darker gray snout and small square eyes to the front of the body.	CC BY / CC0
A/0e546154_s0	A	3	add	Add two small light gray rectangular ears on top of the head.	CC BY / CC0
A/0e546154_s0	A	4	add	Add two gray rectangular legs under the front of the body, below the head, one on each side.	CC BY / CC0
A/0fb0e313_s0	A	1	add	Place the light gray pot on top of the black metal stand.	CC BY / CC0
A/0fb0e313_s0	A	2	add	Add a large green variegated leaf draping over the edge of the pot. Add another leaf beside it, and a pair of leaves on the opposite side of the pot.	CC BY / CC0
A/0fb0e313_s0	A	3	add	Add a leaf beside the existing leaves at mid-height. Add a tall leaf rising higher on the same side, and another leaf between them.	CC BY / CC0
A/0fb0e313_s0	A	4	add	Add a leaf at the center area of the pot. Add a larger leaf on the opposite side of the pot.	CC BY / CC0
A/0fb0e313_s0	A	5	add	Add a leaf on the side of the pot opposite the existing leaves. Add another leaf on that same side, a little further around the pot.	CC BY / CC0
A/0fb0e313_s0	A	6	add	Add a leaf on the side of the plant that is still bare. Add another leaf across from it, and a third, taller leaf between them.	CC BY / CC0
A/0fb0e313_s0	A	7	add	Add a leaf to fill the last gap among the leaves. Add a small leaf lower down beside it, near the pot rim.	CC BY / CC0
A/1046e5ee_s0	A	1	add	Attach two short grey wing stubs with dark engine intakes to the sides of the fuselage behind the cockpit, one on each side.	CC BY / CC0
A/1046e5ee_s0	A	2	add	Add two long central fuselage sections extending rearward from the connecting sections, one mirrored on each side.	CC BY / CC0
A/1046e5ee_s0	A	3	add	Add a horizontal rear wing structure spanning between and connecting the two central fuselage sections near their rear ends.	CC BY / CC0
A/1046e5ee_s0	A	4	add	Add two vertical tail fins rising from the rear wing structure at each central fuselage, mirrored on opposite sides.	CC BY / CC0
A/1046e5ee_s0	A	5	add	Add two low wings extending outward from the central fuselage sections ahead of the tail fins, one mirrored on each side.	CC BY / CC0
A/171375ea_s0	A	1	add	Add two long blue flippers hanging down along both sides of the body near the front, one on each side.	CC BY / CC0
A/171375ea_s0	A	2	add	Add a pair of tail fins at the tip of the curled tail, a black one on the left and a blue one on the right, joined where they meet.	CC BY / CC0
A/171375ea_s0	A	3	add	Add a light teal ruff collar around the upper middle section of the body.	CC BY / CC0
A/171375ea_s0	A	4	add	Add the head above the ruff collar, with the rounded blue top, gray snout, and pink nose facing forward.	CC BY / CC0
A/171375ea_s0	A	5	add	Add two blue ears on the sides of the head.	CC BY / CC0
A/1a3267df_s0	A	1	add	Add a wooden barrel with metal hoops on the porch deck, by the entrance of the house.	CC BY / CC0
A/1a3267df_s0	A	2	add	Add a black outdoor bar stool with a square seat and four legs on the porch deck, beside the wooden barrel.	CC BY / CC0
A/1a3267df_s0	A	3	remove	Remove the wooden barrel with metal hoops from the porch.	CC BY / CC0
A/1a3267df_s0	A	4	add	Add a burlap sack filled with yellow grain on the porch deck by the entrance, beside the black bar stool.	CC BY / CC0
A/1a3267df_s0	A	5	remove	Remove the porch canopy of the object.	CC BY / CC0
A/1a3267df_s1	A	1	add	Add a stack of chopped firewood logs on the porch deck, by the entrance of the house.	non-commercial
A/1a3267df_s1	A	2	add	Add a delivery parcel box with a lid on the porch deck, beside the firewood stack.	non-commercial
A/1a3267df_s1	A	3	remove	Remove the porch canopy of the object.	non-commercial
A/1a3267df_s1	A	4	remove	Remove a stack of chopped firewood logs.	non-commercial
A/1a3267df_s1	A	5	add	Add a wooden bench with a slatted backrest and seat on the porch deck, facing out toward the yard.	non-commercial
A/1a3267df_s1	A	6	add	Add a terracotta-colored clay jug with a narrow neck and rounded body on the porch deck, near the edge of the front steps.	non-commercial
A/1a3267df_s1	A	7	remove	Remove the delivery parcel box from the porch.	non-commercial
A/1a3267df_s2	A	1	add	Mount a wooden birdhouse with a conical roof and a circular entrance hole on the bare back wall of the house, centered, with the entrance facing outward.	non-commercial
A/1a3267df_s2	A	2	remove	Remove the small tiled awning above the porch entrance.	non-commercial
A/1a3267df_s2	A	3	add	Add a black metal lamp post with an illuminated lantern on the porch deck, in front of the door.	non-commercial
A/1a3267df_s2	A	4	add	Add a chair with a woven backrest and seat on the porch deck, beside the lamp post, facing out toward the yard.	non-commercial
A/1a3267df_s2	A	5	remove	Remove the wooden birdhouse from the back wall of the house.	non-commercial
A/1a3267df_s3	A	1	add	Add a small green potted plant on the porch deck, in front of the door.	CC BY / CC0
A/1a3267df_s3	A	2	add	Add an orange pumpkin on the porch deck, next to the potted plant.	CC BY / CC0
A/1a3267df_s3	A	3	remove	Remove the small tiled awning above the porch entrance.	CC BY / CC0
A/1a3267df_s3	A	4	add	Add a green pine tree with a brown trunk on the ground next to the front corner of the house.	CC BY / CC0
A/1a3267df_s3	A	5	remove	Remove the green potted plant from the porch deck.	CC BY / CC0
A/1a3267df_s3	A	6	add	Add a cartoon-style red mushroom with white spots on the porch deck, next to the pumpkin.	CC BY / CC0
A/1af3f72b_s0	A	1	add	Add a wooden bucket with metal bands and a rope handle on the top of the shaft.	non-commercial
A/1af3f72b_s0	A	2	add	Add a small terracotta clay jug on the round base of the well, beside the shaft.	non-commercial
A/1af3f72b_s0	A	3	add	Add a brown rectangular woven basket with side handles on the top of the shaft frame.	non-commercial
A/1af3f72b_s0	A	4	add	Add a wide terracotta planter pot on the round base of the well, behind the shaft.	non-commercial
A/1af3f72b_s0	A	5	remove	Remove the roof of the object.	non-commercial
A/1af3f72b_s1	A	1	add	Add a gray stone lantern on the round base of the well, beside the shaft.	CC BY / CC0
A/1af3f72b_s1	A	2	add	Add a wooden barrel with metal hoops on the top of the shaft.	CC BY / CC0
A/1af3f72b_s1	A	3	add	Add a round woven bamboo basket on the round base of the well, across from the stone lantern.	CC BY / CC0
A/1af3f72b_s1	A	4	remove	Remove the roof of the object.	CC BY / CC0
A/1af3f72b_s1	A	5	add	Add a terracotta flowerpot on the top of the shaft frame.	CC BY / CC0
A/1af3f72b_s1	A	6	remove	Remove a wooden barrel with metal hoops.	CC BY / CC0
A/1b6bcd7e_s0	A	1	add	Place four black, curved legs on the corners of the stone base to support the cauldron.	CC BY / CC0
A/1b6bcd7e_s0	A	2	add	Set a large, round black cauldron with a golden rim and two wooden handles on top of the four legs.	CC BY / CC0
A/1b6bcd7e_s0	A	3	add	Fill the cauldron with green liquid up to the rim.	CC BY / CC0

End of preview. Expand in Data Studio

EditHero data

EditHero is a benchmark for long-horizon, part-level 3D editing. Each chain starts from a textured, part-segmented host object and applies a sequence of edits (add, remove, replace, retexture), each with a natural-language instruction and an exact target state. 457 chains, 2,755 edits, 3,212 states, 252 host objects.

Paper and project page: https://alaya-lab.github.io/EditHero/. Code (data engine, rebuild, render script): https://github.com/AlayaLab/EditHero.

Browse

The dataset viewer above shows every edit (2,755 rows): chain, turn, operation, the cond view of the state before and after the edit, the mask of the edited parts in that view, and the instruction. The same table is in preview/*.parquet:

from datasets import load_dataset
edits = load_dataset("AlayaLab/EditHero", "edits", split="test")

sample/ holds one complete chain (A/1a3267df_s0) unpacked, with its instructions (sample/chain.json, sample/README.md).

Download

Everything except the index files comes as uncompressed tars, one per chain family (A, G, M, P, R, X) and per part source. Download what you need and extract it in the same folder; the tars recreate the data/ layout below.

huggingface-cli download AlayaLab/EditHero --repo-type dataset --local-dir EditHero
cd EditHero && for t in data/*/*.tar; do tar -xf "$t" && rm "$t"; done
# only some of it, e.g. the renders and part masks:
huggingface-cli download AlayaLab/EditHero --repo-type dataset --local-dir EditHero --include "data/renders/*" "data/part_masks/*" "data/*.json"

Layout

Path	Contents
`data/chains.json`	Index of the chains: host object, operations, instructions, licenses of the source objects the chain uses
`data/cameras.json`	Fixed four-view camera rig per chain. View 0 is the conditioning view (`cond`), views 1-3 are held out (`heldout`)
`data/states/<chain>/turnNN.glb`	The correct state after every turn (turn00 is the initial object)
`data/renders/<chain>/turnNN/view{0..3}_{cond,heldout}.png`	Every state rendered with the chain's rig (420 x 420, RGBA)
`data/part_masks/<chain>/turnNN/{source,target,edit}_view{0..3}_{cond,heldout}.png`	Pixels of the parts edited in turn NN, in the same four views: `source` = those parts in the previous state, `target` = in the new state, `edit` = union. `masks.json` per chain lists the edited nodes and pixel counts
`data/recipes/<chain>/`	The recipe of each chain (`place_report.json`, `turn00_manifest.json`, `checks.json`, `provenance.json`) and the derived files it uses (retexture bakes, part copies repaired during review)
`data/parts/`	Every part the recipes use: `partverse_xl/<object>/<part>.glb` from PartVerse-XL, `hy3d/<object>/<part>.glb` from HY3D-Bench (textured by us)
`ATTRIBUTION.csv`	Every source object: uid, source, title, author, URL, license, chains that use it

An editing method gets the instruction and, if it takes an image, the cond view of the target state. The heldout views are for checking the result from angles the method never saw.

Rebuild and render

The states and renders are included, so nothing has to be rebuilt to use the data. To regenerate a chain from its recipe and verify it with the code repository:

python part_assembly/tools/assemble.py --pv-root data/parts/partverse_xl --hy3d-root data/parts/hy3d \
    --chain data/recipes/A/1a3267df_s0 --out out/A_1a3267df_s0
# PASS A/1a3267df_s0 (verified vs checks.json)

Every state is verified node by node (vertex count, sum of |v|, texture hashes) against checks.json. All renders were made with blender_kit (Blender 4.2, Cycles); scripts/render_state.py in the code repository renders any state, or your own edited GLB, with a chain's rig. If blender_kit saves you an afternoon of arguing with Blender, a ⭐ on it would make its author's day.

Licenses

See LICENSE-DATA.md.

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