Datasets:

Elfsong
/

vinhome_material_replacement_bench

sample_uid stringlengths 8 8	instruction stringlengths 123 210	material_category stringclasses 10 values	surface_type stringclasses 6 values	mask_target_seen stringlengths 14 39	mask_coverage float32 0.01 0.51	coverage_bucket stringclasses 3 values	gt_clean bool 2 classes
00bdfdab	Replace the large upholstered headboard behind the bed with navy blue suede, preserving its shape, position, lighting, and the rest of the bedroom unchanged.	fabric	furniture	upholstered bed headboard	0.049625	small	true
00c0ae1d	Replace the large central fireplace surround in the tropical restaurant with light oak wood planks, keeping its shape, dark opening, and the rest of the scene unchanged.	wood	fireplace	central fireplace surround	0.141245	medium	true
00dec614	Replace the upholstery on all three red sofas in the modern office lobby with smooth navy blue suede matching the reference, keeping their shapes, positions, and everything else unchanged.	fabric	furniture	three sofa upholstery surfaces	0.153764	medium	false
0138009d	Replace the large freestanding reception desk in the foreground with warm travertine stone, preserving its shape and keeping everything else unchanged.	stone	furniture	front reception desk	0.18274	medium	true
015c6c6d	Replace the central kitchen island’s countertop and waterfall end with dark green veined marble, preserving its shape, fixtures, cabinetry, and the rest of the room unchanged.	marble	countertop	kitchen island countertop	0.147157	medium	true
0170d231	Replace the coral upholstery on all three lobby sofas with warm woven natural cane, preserving their shapes, seams, positions, and everything else unchanged.	rattan	furniture	three sofa upholstery surfaces	0.167609	medium	true
01c46125	Replace the full-height coral curtains along the right-side windows with woven natural cane, preserving their folds, position, and the rest of the lounge unchanged.	rattan	other	full-height window curtains	0.414425	large	false
022858a7	Replace the large curved front panel of the reception desk with warm beige travertine stone, preserving its shape, position, trim, and the rest of the lobby.	stone	furniture	reception desk front panel	0.170091	medium	true
029cf715	Replace the round coffee table top at the center of the lobby seating area with warm terracotta ceramic tiles, preserving its shape, base, and the rest of the scene.	tile	furniture	round coffee table top	0.042153	small	false
0315c1a2	Replace the large coral tufted upholstered panel centered on the back wall with navy blue suede, keeping its shape, trim, tufting, and the rest of the dining room unchanged.	fabric	furniture	wall-mounted upholstered panel	0.076653	small	true
031fd992	Replace the large red fireplace surround in the center of the modern office lobby with light oak wood planks, keeping the fireplace opening and everything else unchanged.	wood	fireplace	fireplace surround wall	0.250121	medium	true
03d0f321	Replace the large central kitchen island with warm beige travertine stone, preserving its shape, cabinetry lines, fixtures, and all surrounding lounge details.	stone	countertop	entire kitchen island	0.176822	medium	true
03e68b00	Replace the large reception desk’s front and right-side panels with light oak wood planks, preserving its shape, stone countertop, base, and the surrounding tropical hotel lounge.	wood	furniture	reception desk front and side	0.172805	medium	true
041e9dad	Replace the curved three-seat sofa’s upholstery in the center of the spa reception with navy blue suede, preserving its shape, seams, cushions, and everything else.	fabric	furniture	entire sofa upholstery	0.263493	medium	true
043ba1ad	Replace the large kitchen island countertop in the foreground with warm terracotta ceramic tiles, keeping its shape, sink, faucet, and everything else unchanged.	tile	countertop	kitchen island countertop	0.142841	medium	true
045df7b9	Replace the upholstery on all three armchairs in the dining room with cognac tan leather, preserving their shapes, seams, black legs, positions, and everything else unchanged.	leather	furniture	three armchairs' upholstery	0.094617	small	true
04b80489	Replace the central fireplace surround and projecting hearth with dark green marble featuring white and gold veining, while preserving its dimensions and keeping the rest of the warm living room unchanged.	marble	fireplace	fireplace surround and hearth	0.061383	small	false
04ee7938	Replace the large front face of the central reception desk with warm brushed brass panels, keeping its shape, countertop, and the rest of the lounge unchanged.	metal	furniture	reception desk front	0.184855	medium	true
04f73200	Replace the curved reception desk front at the center of the spa with brushed brass panels, keeping its shape, countertop, base, and the rest of the room unchanged.	metal	furniture	reception desk front	0.184402	medium	true
0500cc08	Replace the full-height pleated curtains across the bedroom’s back wall with navy blue suede, preserving their shape, folds, and position while keeping everything else unchanged.	fabric	other	full-height pleated curtains	0.235631	medium	false
0532c3bd	Replace the full-height pleated curtains across the back and right-side windows with deep emerald green velvet, keeping their shape, position, and the rest of the warm contemporary lobby unchanged.	velvet	other	full-height window curtains	0.373917	large	true
05ab7bf0	Replace the round coffee table top at the center of the spa reception with warm travertine stone, keeping its shape, position, wooden base, and everything else unchanged.	stone	furniture	round coffee table top	0.032978	small	true
05c214e2	Replace the three large front panels of the central reception desk with brushed brass, keeping the wooden countertop and everything else unchanged.	metal	cabinet	reception desk front panels	0.303497	large	true
0604b05a	Replace the large coral feature wall behind the reception desk with warm beige travertine stone, keeping its dimensions and everything else unchanged.	stone	wall	large reception feature wall	0.386639	large	true
06aafc72	Replace the full-height pleated curtains across the back wall with cognac tan leather matching the reference, keeping their shape, position, and everything else unchanged.	leather	other	full-height pleated curtains	0.498789	large	true
0700ab46	Replace the upholstery on all three sofas in the classic hotel lounge with navy blue suede, keeping their shapes, positions, and everything else unchanged.	fabric	furniture	three sofa upholstery surfaces	0.183571	medium	true
073e3f45	Replace the curved reception desk front with light oak wood planks, preserving its shape, countertop, base, and the surrounding spa reception unchanged.	wood	furniture	reception desk front	0.217684	medium	true
079cd8af	Replace the large central feature wall behind the reception desk with warm terracotta ceramic tiles, keeping the furniture, architecture, lighting, and all other surfaces unchanged.	tile	wall	central feature wall	0.221111	medium	true
07acba83	Replace the central fireplace surround and raised hearth with warm terracotta ceramic tiles, keeping the firebox and the rest of the living room unchanged.	tile	fireplace	fireplace surround and hearth	0.191555	medium	true
07c7f123	Replace the round central dining table top with dark green veined marble matching the reference, preserving its shape, edge, reflections, and the rest of the restaurant unchanged.	marble	furniture	round central tabletop	0.06919	small	true
07f2504b	Replace the full-height pleated curtains across the rear windows with deep emerald green velvet, preserving their shape, folds, position, and everything else unchanged.	velvet	other	full-height window curtains	0.277435	medium	false
08038563	Replace the large rectangular fireplace surround on the back wall with light oak wood planks, keeping the fireplace opening and everything else unchanged.	wood	fireplace	fireplace surround wall	0.215557	medium	true
080393e6	Replace the upholstery on all four wooden dining chairs around the round table with navy blue suede, keeping their frames and everything else unchanged.	leather	furniture	four dining chair cushions	0.075184	small	true
08357910	Replace the full-height pleated curtains across the back wall with deep emerald green velvet, preserving their folds and keeping everything else unchanged.	velvet	other	full-height window curtains	0.404827	large	false
083daec1	Replace the large front panel of the central reception desk with dark green veined marble, keeping its shape, brass trim, countertop, and the rest of the lobby unchanged.	marble	furniture	reception desk front panel	0.077907	small	true
084454d9	Replace the full-height curtains across the bedroom windows with woven natural cane, preserving their folds, position, and everything else unchanged.	rattan	other	full-height window curtains	0.246209	medium	true
08752cfd	Replace the full-height pleated curtains across the bedroom’s rear windows with navy blue suede, preserving their folds, shape, position, and the rest of the room unchanged.	fabric	other	full-height window curtains	0.31079	large	true
09771fc6	Replace the coral-red three-seat sofa upholstery in the foreground with navy blue suede matching the reference, keeping its shape, seams, position, and the rest of the bedroom unchanged.	fabric	furniture	entire sofa upholstery	0.246479	medium	true
0995a2d7	Replace the curved front face of the central reception desk with warm beige travertine stone, preserving its shape, countertop, base trim, and everything else.	stone	furniture	reception desk front	0.197446	medium	false
09b760b7	Replace the large kitchen island countertop in the foreground with light oak wood planks, preserving its shape and keeping everything else unchanged.	wood	countertop	kitchen island countertop	0.065482	small	true
09c3734b	Replace the large red-upholstered bench backrest along the left wall with warm woven natural cane, preserving its rectangular shape and keeping everything else unchanged.	rattan	furniture	large upholstered bench backrest	0.13743	medium	true
09dded6a	Replace the round coffee table top in the center of the living room with dark green veined marble, keeping its shape, position, wooden base, and everything else unchanged.	marble	furniture	round coffee table top	0.062026	small	true
09e13f0e	Replace the large central fireplace surround in the classic office lobby with warm terracotta ceramic tiles, preserving its architectural shape and keeping everything else unchanged.	tile	fireplace	central fireplace surround	0.178998	medium	false
09e4c161	Replace the large central feature wall in the tropical restaurant with warm beige travertine stone, keeping its structure and the rest of the dining room unchanged.	stone	wall	large central feature wall	0.30943	large	true
09f61c3f	Replace the large red-accent feature wall behind the bed with warm beige travertine stone, preserving its dimensions and keeping all furniture, textiles, lighting, and surrounding surfaces unchanged.	stone	wall	bedroom feature wall	0.253234	medium	false
0a243a92	Replace both full-height red curtain panels flanking the central bedroom window with deep emerald green velvet, keeping their folds, shape, position, and the rest of the room unchanged.	velvet	other	two full-height curtain panels	0.242925	medium	true
0a27aaff	Replace the red upholstered headboard behind the bed with cognac tan leather matching the reference, keeping its panel shapes and everything else unchanged.	leather	furniture	bed headboard panels	0.041686	small	true
0a4d02b6	Replace the fireplace surround on the left side of the bedroom with light oak wood planks, preserving its shape and keeping everything else unchanged.	wood	fireplace	fireplace surround and mantel	0.065306	small	true
0a5188b6	Replace the round coffee table top in the center of the office lobby with dark green veined marble, keeping its shape, position, base, and the rest of the scene unchanged.	marble	furniture	round coffee table top	0.028171	small	true
0a65d924	Replace the round coffee table top in the foreground center with warm orange terracotta ceramic tile, preserving its shape, wooden base, and the rest of the lobby unchanged.	tile	furniture	round coffee table top	0.068719	small	true
0aa5fe7c	Replace the tall central fireplace surround with warm handmade terracotta ceramic tiles matching the reference’s rectangular shape, varied color, and textured finish, keeping everything else unchanged.	tile	fireplace	fireplace surround wall	0.139202	medium	false
0ac3c54c	Replace the large front panel of the reception desk at the left foreground with light oak wood planks, keeping its shape, trim, and everything else unchanged.	wood	furniture	reception desk front panel	0.1498	medium	true
0acbe390	Replace the round central coffee table top with light oak wood planks, preserving its shape, position, décor, and every other part of the lounge unchanged.	wood	furniture	round coffee table top	0.052548	small	false
0b377889	Replace the fabric upholstery on all three coral seating pieces in the classic living room with charcoal grey boucle, keeping their shapes, positions, and everything else unchanged.	fabric	furniture	three upholstered seating pieces	0.258368	medium	true
0b4f76a9	Replace the large red feature wall behind the bed with warm orange terracotta ceramic tiles, keeping the room, furnishings, lighting, and wall geometry unchanged.	ceramic	wall	feature wall behind bed	0.258232	medium	true
0b9a5afc	Replace the large feature wall behind the curved wooden reception desk with warm beige travertine stone, preserving the wall geometry, furnishings, floor, and lighting unchanged.	stone	wall	reception feature wall	0.294165	medium	false
0bc12c0d	Replace the large coral feature wall behind the reception desk with light oak wood planks, keeping the wall geometry, furnishings, lighting, and surrounding lobby unchanged.	wood	wall	large rear feature wall	0.38711	large	true
0bd74692	Replace the round coffee table top in the foreground seating area with dark green veined marble, keeping its shape, position, edge, and everything else unchanged.	marble	furniture	round coffee table top	0.045623	small	true
0be2e06a	Replace the large front panel of the reception desk with dark green veined marble, preserving its decorative molding and keeping everything else unchanged.	marble	furniture	reception desk front panel	0.149116	medium	true
0bee29f2	Replace the upholstery on all three curved sofas in the lounge with cognac tan leather, preserving their shapes, seams, positions, and the rest of the scene unchanged.	leather	furniture	three sofa upholstery surfaces	0.166698	medium	true
0c39dd82	Replace the upholstery on all four armchairs surrounding the coffee table with cognac tan leather, preserving their shapes, seams, positions, and everything else unchanged.	leather	furniture	four armchairs' upholstery	0.224611	medium	true
0c53bf64	Replace the upholstery on all three rounded armchairs in the lobby with cognac tan leather matching the reference, preserving their shapes, positions, wooden legs, and the rest of the scene unchanged.	leather	furniture	three armchairs’ upholstery	0.167147	medium	false
0c714257	Replace the tall fireplace and chimney surround on the right side of the tropical bedroom with warm travertine stone, keeping its structure and everything else unchanged.	stone	fireplace	fireplace and chimney surround	0.156123	medium	true
0cd08c85	Replace the full-height pleated curtains along the right wall with cognac tan leather matching the reference, preserving their folds, shape, lighting, and position while keeping everything else unchanged.	leather	other	full-height pleated curtains	0.317609	large	true
0cf8d763	Replace the large upholstered headboard behind the central daybed with deep emerald green velvet matching the reference, keeping its shape, furniture, and room unchanged.	velvet	furniture	upholstered daybed headboard	0.084674	small	false
0d225e01	Replace the curved front panel of the reception desk with dark green veined marble, keeping its shape, wood trim, metal base, and the rest of the restaurant unchanged.	marble	furniture	reception desk front panel	0.27518	medium	true
0d3011b0	Replace the red upholstered seats and oval backrests of all six dining chairs around the table with woven natural cane, keeping their dark wood frames and the rest of the room unchanged.	rattan	furniture	six dining chair cushions	0.068473	small	true
0d629f55	Replace the large central island counter and its paneled base with dark green veined marble, preserving its shape, fixtures, and the surrounding office lobby.	marble	countertop	entire central kitchen island	0.181896	medium	true
0ed27f8b	Replace the large central red feature wall in the Japandi restaurant with warm beige travertine stone, preserving its dimensions and keeping the furniture, lighting, and surrounding finishes unchanged.	stone	wall	central feature wall	0.406865	large	true
0ef868a8	Replace the front panels of the large reception-style desk at left with brushed brass, preserving all panel seams, geometry, lighting, and the rest of the living room.	metal	cabinet	reception desk front panels	0.090185	small	true
0f2e7eac	Replace the rectangular fireplace surround on the right bedroom wall with light oak wood planks, keeping the firebox and everything else unchanged.	wood	fireplace	fireplace surround	0.065682	small	true
0f42a578	Replace the upholstered seats and curved backrests of all four wooden dining chairs with deep emerald green velvet, keeping their shapes, positions, wooden frames, and the rest of the room unchanged.	velvet	furniture	four dining chairs’ upholstery	0.05113	small	true
10a3c60e	Replace the large feature wall behind the bed with dark green veined marble, keeping the room, furnishings, lighting, and wall geometry unchanged.	marble	wall	bedroom feature wall	0.212534	medium	true
10c898f2	Replace the seat and back upholstery on all four wooden dining chairs beside the round table with navy blue suede, keeping everything else unchanged.	leather	furniture	four dining chairs’ upholstery	0.06261	small	true
10cb9ccf	Replace the three full-height red curtains across the dining-room windows with navy blue suede, preserving their folds, shape, and position while keeping everything else unchanged.	leather	other	three full-height curtains	0.286938	medium	true
10eb8e49	Replace the large tufted headboard behind the bed with cognac tan leather matching the reference, preserving its exact size, curved silhouette, tufting, and position while keeping everything else unchanged.	leather	furniture	tufted bed headboard	0.061015	small	false
112b13bd	Replace the large red feature wall behind the bed with warm beige travertine stone, preserving its dimensions and keeping the bedroom furnishings, lighting, and surrounding surfaces unchanged.	stone	wall	bedroom feature wall	0.265678	medium	true
11424b6c	Replace the round coffee table top at the center of the spa reception with dark green veined marble, keeping its shape, position, base, planter, and the rest of the scene unchanged.	marble	furniture	round coffee table top	0.020887	small	true
1190ed85	Replace the large coral feature wall behind the dining tables with warm terracotta ceramic tiles, keeping the architecture, furniture, lighting, and all other surfaces unchanged.	tile	wall	large rear feature wall	0.431928	large	true
11a184d8	Replace the tall central fireplace surround with warm brushed brass panels, preserving the fireplace opening, structure, lighting, and all surrounding furnishings.	metal	fireplace	central fireplace surround	0.21914	medium	false
11c94cbb	Replace the large coral feature wall behind the wooden media console with warm beige travertine stone, preserving its boundaries and keeping the rest of the living room unchanged.	stone	wall	large feature wall	0.304514	large	false
11f907c6	Replace the fabric upholstery of the central three-seat sofa with charcoal grey boucle, preserving its shape, wooden base, position, and the rest of the Japandi lounge unchanged.	fabric	furniture	sofa upholstery	0.102386	medium	false
123276c4	Replace the front and right-side panels of the large central kitchen island with brushed brass, preserving its white countertop, geometry, lighting, and everything else.	metal	cabinet	kitchen island cabinet panels	0.215268	medium	true
12637e60	Replace the round coffee table top at the center of the lobby with warm terracotta ceramic tiles, preserving its shape, base, position, and the rest of the scene.	tile	furniture	round coffee table top	0.023134	small	true
128b93db	Replace the round coffee table top at the center of the seating area with dark green veined marble, keeping its shape, position, base, and the rest of the room unchanged.	marble	furniture	round coffee table top	0.034042	small	true
12bc30d5	Replace the coral-red upholstery on both foreground sofas with warm woven natural cane, preserving their shapes, positions, seams, and the rest of the tropical spa reception unchanged.	rattan	furniture	two foreground sofas	0.17281	medium	true
12e25b5c	Replace the upholstery on all four lounge armchairs surrounding the round coffee table with deep emerald green velvet, keeping their shapes, positions, and the rest of the room unchanged.	velvet	furniture	four armchairs' upholstery	0.272204	medium	true
132050df	Replace the coral-red sofa in front of the bed with charcoal-grey bouclé fabric, preserving its shape, seams, position, lighting, and the rest of the bedroom unchanged.	fabric	furniture	entire foreground sofa	0.166368	medium	true
138d8215	Replace the red fabric upholstery on both restaurant sofas with cognac tan leather matching the reference, preserving their shapes, seams, positions, and everything else unchanged.	leather	furniture	both sofas' fabric upholstery	0.217189	medium	true
1396e478	Replace the large feature wall behind the bed with dark green veined marble, preserving its dimensions, lighting, fixtures, and everything else unchanged.	marble	wall	feature wall behind bed	0.253169	medium	true
13ca9889	Replace the large upholstered headboard behind the bed with deep emerald green velvet, preserving its exact dimensions, contours, position, and all surrounding bedding and room details.	velvet	furniture	upholstered bed headboard	0.076084	small	false
13faf6b6	Replace the large central kitchen island’s top and exterior faces with warm terracotta ceramic tile, keeping its shape, fixtures, and the surrounding lounge unchanged.	tile	countertop	entire kitchen island counter	0.189978	medium	true
1436238d	Replace the round coffee table top at the center of the lounge with brushed brass, preserving its shape, position, base, and the rest of the scene.	metal	furniture	round coffee table top	0.029962	small	true
148b10f9	Replace the large front panel of the dark-framed reception desk in the foreground with light oak wood planks, keeping everything else unchanged.	wood	furniture	reception desk front panel	0.288105	medium	true
1529ca9b	Replace the curved reception desk front at the left foreground with warm travertine stone, keeping its shape, dark countertop, base, and the rest of the restaurant unchanged.	stone	furniture	reception desk front	0.2274	medium	true
158ebf9a	Replace the large coral feature wall behind the dining tables with dark green veined marble, keeping all furniture, architecture, and lighting unchanged.	marble	wall	large feature wall	0.384871	large	false
1608114e	Replace the full-height coral curtains along the left wall with charcoal grey boucle fabric, preserving their folds, shape, position, and everything else unchanged.	fabric	other	full-height window curtains	0.441106	large	true
16157d7e	Replace the large rectangular kitchen island in the foreground with brushed brass panels, preserving its shape, position, lighting, and the rest of the bedroom suite.	metal	countertop	entire kitchen island	0.136634	medium	true
161ccfba	Replace the large central kitchen island counter with warm brushed brass panels, preserving its shape, fixtures, and surroundings unchanged.	metal	countertop	kitchen island counter	0.089792	small	false
163ad738	Replace the upholstery on all three red sofas in the office lobby with navy blue suede, preserving their shapes, positions, seams, and all other scene details.	fabric	furniture	three upholstered sofas	0.219203	medium	true

End of preview. Expand in Data Studio

Material Replacement Bench v1.0

Frozen evaluation split for the interior-design material-replacement benchmark: 1421 task specs (mask-aligned, watermark-free), of which 1093 are gt_clean (the stored output edits only the mask and matches the reference; the rest keep output as a non-exemplar reference solution only).

Task: given input + mask + reference (or the mask-free instruction), replace the masked object's material and change nothing else. Evaluation is reference-free — outputs are scored on material correctness, outside-mask preservation, geometry preservation, and lighting harmony, never on pixel similarity to output.

Columns: instruction (rewritten, image-faithful), material_category, surface_type, mask_target_seen, mask_coverage, coverage_bucket, gt_clean, plus the four images.

Provenance: fully synthetic quadruples generated with OpenAI image models via codex; curated from Elfsong/vinhome_material_replacement (algorithmic QC + VLM semantic QC + instruction relabeling; see curation/ there). Frozen 2026-07-20. Research use.

Downloads last month: 98