Shared testing history of uploaded laundry photo batches. Open a submission to add expected label feedback.

The stack is very tall and compressed, causing the bag to bulge and items to wrinkle, though layers remain distinguishable.

Professional presentation with three distinct, well-bagged stacks showing consistent folding and clear layer visibility.

Image 1 shows bags that are overfilled and rounded into a puffy shape, lacking the compression needed for stable stacking.
15 photosWhile some items are well-presented, the batch fails standards due to multiple bags containing lumpy, uncountable masses or split stacks.
6 photosThe presentation fails the single-stack standard as items are bagged in two separate side-by-side piles, preventing reliable countability.

The bag contains two separate stacks of clothes side-by-side rather than a single primary stack, resulting in a wide, lumpy shape and failing the one-stack standard.
13 photosBatch contains severe failures including a chaotic uncountable lump in one photo, missing packaging on several items, and sloppy bagging.
5 photosAcross the batch, repeated overstuffing/sloppy bagging makes layers hard to count and the stacks unstable despite clear bags being present.
2 photosConsistent high-quality presentation with neat, countable stacks and secure packaging across the batch.
6 photosExcellent batch presentation with stable, well-aligned stacks and clear bagging, showing only minor tapering or compression in a few instances.
5 photosMultiple images show separate side-by-side piles within a single bag instead of one primary stack, resulting in a mandatory cap for failing countability standards.

Excellent presentation with two bulky items neatly stacked and aligned in a well-fitted clear bag.

The presentation fails the single-stack standard, showing separate piles (socks next to a lace item) within a loose, puffy bag.

Excellent presentation with a neat, stable stack of towels clearly visible in the bag.

Single knitted item neatly folded and enclosed in a clear bag with good presentation.
4 photosWhile three images show excellent folding, one image reveals a severe method failure with loose, jumbled items (socks and lace) thrown on top of a garment without proper stacking structure, capping the batch score.

The comforter is unbagged and lacks compression, resulting in a loose presentation; clear protective packaging is missing.

The stack is bagged but the packaging is loose and wrinkled, and the top item appears puffy and rumpled rather than crisp.

The item is bagged but appears as an amorphous lump with poor fold definition, and the bag itself is significantly wrinkled.

A neat, stable stack with clearly countable layers and consistent folding. The bag is slightly loose and wrinkled, but the presentation remains professional and readable.

The clothes are folded and stacked reasonably well within a clear bag, though the package is slightly rounded and wrinkled; loose plastic clutter is present but ignored.

The package fails the single-stack requirement, containing multiple disorganized groups of items in a lumpy, unstable arrangement that prevents accurate counting.

The bag contains multiple separate stacks packed side-by-side rather than a single primary stack, resulting in a lumpy shape and poor countability.

The package contains multiple side-by-side columns of items rather than a single primary stack, creating a lumpy and disorganized appearance that fails countability standards.

Holding the bag by the knot has caused the stack to collapse into a bunched pile at the bottom, resulting in severe shape loss and poor presentation.

Items are inside a mesh wash bag instead of a clear plastic bag, appearing as a jumbled lump with no visible folding or stacking.

Incorrect packaging (mesh bag instead of clear plastic) obscures fold details and prevents layer counting.

Non-compliant outdoor night setting with extreme glare renders folds and stack count unassessable.

The clothes are folded and the stack is stable, but the bag is loose and puffy with excess plastic, limiting the presentation score.

The folding and stacking quality is actually quite good, but the score is capped because the photo is taken in a non-compliant outdoor night setting next to a car.

The capture setting is non-compliant (outdoor night scene next to a car), and holding the bag by the knot causes the stack to shift and compress.

Items are bunched and lumpy inside the bag rather than stacked flat, creating a disorganized and overstuffed appearance that prevents accurate layer counting.

The right bag is severely overstuffed and lump-like with poor stack definition, while the left bag is loosely packed; overall presentation is inconsistent and distorted.

Major packaging failure with unbagged bedding items on top; presentation consists of multiple separate stacks/units rather than a single assessable bundle.

The package fails the single-stack requirement, containing multiple disorganized groups of items stuffed into a lumpy, uncountable bundle.

Towels are neatly folded but arranged as two separate side-by-side stacks inside the bag, failing the single-stack requirement.

The clothes are neatly folded and visible through the clear bag, though the stack is quite tall and slightly rounded at the top due to the bag's fullness.

Use of mesh bag instead of clear plastic obscures fold quality and prevents layer verification, failing the packaging standard.

A well-organized, countable stack in a properly tied clear bag; layers are distinct and alignment is good, with only minor rounding at the edges.

The bottom layers are neatly stacked, but the top item is crumpled and bunched rather than folded flat, creating a sloppy presentation.

Excellent presentation with a stable, uniform stack and clear layering inside a properly sealed bag.

The clothes are compressed into a rounded, unstable lump with heavy distortion and a bunched top item, preventing a stable stack.

The bag contains multiple separate stacks or piles side-by-side rather than a single organized stack, failing the countability requirement.

The item is compressed into a rounded, indistinct bundle with poor fold visibility, preventing a higher score, though the packaging is secure and the setting is compliant.

Items are stuffed into the bag in a disorganized lump rather than a neat stack, making the middle layer uncountable and the overall presentation poor.

Excellent presentation with highly uniform folding, perfectly aligned stacks, and secure clear packaging.

While the left bag contains a stack, the large right bag is a disorganized, lumpy jumble with uncountable layers, triggering the severe overstuffed cap.

Well-organized stack with clear visibility of layers; the bulky top item is handled well within the packaging.