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v5

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

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Submission
Om Shejul
Okay (0.67)0 feedback · 0 previous scores

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

Submission
Om Shejul
Good (0.88)0 feedback · 0 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 0 previous scores

Image 1 shows bags that are overfilled and rounded into a puffy shape, lacking the compression needed for stable stacking.

Submission15 photos
Matt O'Connor
Needs improvement (0.49)0 feedback · 3 previous scores

While some items are well-presented, the batch fails standards due to multiple bags containing lumpy, uncountable masses or split stacks.

Submission6 photos
Om Shejul
Needs improvement (0.49)0 feedback · 0 previous scores

The presentation fails the single-stack standard as items are bagged in two separate side-by-side piles, preventing reliable countability.

Submission
Seth Hennings
Needs improvement (0.49)0 feedback · 0 previous scores

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.

Submission13 photos
Om Shejul
Poor (0.36)0 feedback · 1 previous score

Batch contains severe failures including a chaotic uncountable lump in one photo, missing packaging on several items, and sloppy bagging.

Submission5 photos
Om Shejul
Needs improvement (0.49)0 feedback · 1 previous score

Across the batch, repeated overstuffing/sloppy bagging makes layers hard to count and the stacks unstable despite clear bags being present.

Submission2 photos
Om Shejul
Good (0.88)0 feedback · 0 previous scores

Consistent high-quality presentation with neat, countable stacks and secure packaging across the batch.

Submission6 photos
Om Shejul
Excellent (0.92)0 feedback · 5 previous scores

Excellent batch presentation with stable, well-aligned stacks and clear bagging, showing only minor tapering or compression in a few instances.

Submission5 photos
Om Shejul
Needs improvement (0.49)0 feedback · 0 previous scores

Multiple 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.

Submission
Om Shejul
Excellent (0.95)0 feedback · 0 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 0 previous scores

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

Submission
Om Shejul
Excellent (0.92)0 feedback · 0 previous scores

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

Submission
Om Shejul
Excellent (0.92)0 feedback · 0 previous scores

Single knitted item neatly folded and enclosed in a clear bag with good presentation.

Submission4 photos
Om Shejul
Needs improvement (0.49)0 feedback · 1 previous score

While 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.

Submission
Om Shejul
Needs improvement (0.43)0 feedback · 3 previous scores

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

Submission
Om Shejul
Okay (0.67)0 feedback · 3 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Seth Hennings
Good (0.85)0 feedback · 3 previous scores

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.

Submission
Seth Hennings
Good (0.80)1 feedback · 2 previous scores

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.

Submission
Seth Hennings
Needs improvement (0.47)0 feedback · 2 previous scores

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

Submission
Seth Hennings
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Seth Hennings
Needs improvement (0.49)1 feedback · 2 previous scores

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.

Submission
Seth Hennings
Needs improvement (0.49)1 feedback · 2 previous scores

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.

Submission
Seth Hennings
Poor (0.17)0 feedback · 2 previous scores

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

Submission
Seth Hennings
Needs improvement (0.48)0 feedback · 2 previous scores

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

Submission
Prachi Patel
Poor (0.30)0 feedback · 2 previous scores

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

Submission
Naman Rathee
Needs improvement (0.49)1 feedback · 3 previous scores

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

Submission
Naman Rathee
Needs improvement (0.49)1 feedback · 1 previous 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.

Submission
Naman Rathee
Needs improvement (0.49)1 feedback · 3 previous scores

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.

Submission
Naman Rathee
Needs improvement (0.49)0 feedback · 0 previous scores

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

Submission
Sudhanshu Gautam
Needs improvement (0.49)0 feedback · 2 previous scores

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.

Submission
Sudhanshu Gautam
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Sudhanshu Gautam
Needs improvement (0.43)0 feedback · 2 previous scores

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

Submission
Sudhanshu Gautam
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Sudhanshu Gautam
Good (0.82)0 feedback · 1 previous score

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.

Submission
Sudhanshu Gautam
Needs improvement (0.48)0 feedback · 1 previous score

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

Submission
Om Shejul
Good (0.87)0 feedback · 2 previous scores

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.

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Om Shejul
Excellent (0.91)0 feedback · 2 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 2 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)0 feedback · 1 previous score

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

Submission
Om Shejul
Okay (0.68)0 feedback · 1 previous score

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.

Submission
Om Shejul
Needs improvement (0.46)1 feedback · 1 previous score

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.

Submission
Om Shejul
Excellent (0.95)0 feedback · 0 previous scores

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

Submission
Om Shejul
Needs improvement (0.49)1 feedback · 0 previous scores

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

Submission
Om Shejul
Good (0.88)0 feedback · 2 previous scores

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