[Experiment] High-Leg Testing — 4 Basic + 4 Extreme Conditions (8 Total)

Conclusions First

• “high-leg” and “high-cut” have a reliable effect with leotard-type garments — 2 out of 3 images confirmed a higher-than-normal leg cut line at the hip
• “high-leg” has little effect with bikinis (separate swimwear) — the “bikini” concept dominates, producing standard triangle bikinis
• Difference between leotard and swimsuit — leotard outputs competition-style body-fitting garments; swimsuit tends toward fashion swimwear with side cutouts
• No clear difference between “high-leg” and “high-cut” — both shift the cut line upward; no meaningful distinction confirmed
• Intensifiers like “extreme” and “super” barely raise the cut line — no clear difference from condition A was confirmed
• “hip bones visible” may work as an anatomical cue — 1 out of 3 showed a high cut line without side panels, but with too few samples to be definitive
• “thong leotard” raises the cut line the most — all 3 out of 3 showed reduced fabric on the sides, producing cutout or T-back style designs

What This Article Covers

• Whether “high-leg” and “high-cut” keywords actually raise the leg cut line
• How garment shape changes with leotard / swimsuit / bikini
• Whether intensifiers like “extreme” and “super” raise the cut line further
• Effects of alternative approaches like “thong leotard” and “hip bones visible”
• Effective keyword combinations for high-leg expression

Experiment Design

Base Prompt

Poolside standing pose fixed; only the costume keyword is swapped.

Condition List

Evaluation Points

• Leg cut line at the hip (does it go above the hip bone?)
• Garment shape (one-piece vs. separate)
• Side design (cutouts, line presence)

Experiment 1: Basic 4-Condition Results

A: high-leg leotard

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece leotards
• seed 42: Short-sleeve type. Gray side lines, leg cut line slightly high
• seed 123: Halter neck type. Highest cut line, reaching near the hip bone. The most high-leg-like output
• seed 789: Sleeveless type. Lace design at the chest. Cut line is medium to high
• 2 out of 3 confirmed a higher cut line than a standard leotard

B: high-cut swimsuit

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece swimsuits
• seed 42: Camisole type. White side panel, medium cut line
• seed 123: One-shoulder type. Large side cutout exposing waist skin. Cut line medium
• seed 789: Halter neck type. Side cutout. Full body view showing leg line, but medium cut line
• The “swimsuit” concept pushes toward fashion swimwear. Cutouts (perforated side designs) appeared in 2 out of 3

C: high-leg bikini

seed 42	seed 123	seed 789

Observation:

• All 3 output separate triangle bikinis — clearly different from A, B, and D
• Top is triangle bikini, bottom is side-tie (string bikini)
• seed 42 is bright blue; seeds 123 and 789 are navy
• Cut line is comparable to a regular bikini — the “high-leg” effect was barely detectable
• “bikini” concept dominates, producing a standard separate-type bikini

D: high-cut leotard

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece leotards
• seed 42: Halter neck. Gray side panel. Cut line slightly high
• seed 123: Halter neck. Large side cutout. Cut line medium to high
• seed 789: Halter neck. Keyhole design at the chest. Full body view with high cut line and strong high-leg feel
• Similar tendency to condition A. 2 out of 3 showed side cutouts or panel designs

Experiment 2: Pushing Toward the Extreme

Experiment 1 confirmed “leotard + high-leg/high-cut” is effective. Now testing 4 approaches to push the cut line even higher.

• E: extreme high-leg leotard — emphasizing with “extreme”
• F: super high-cut leotard — emphasizing with “super”
• G: high-leg leotard, hip bones visible — adding an anatomical cue
• H: thong leotard — changing the garment type itself

E: extreme high-leg leotard

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece leotards. Navy + white side panel design is common
• seed 42: High neck. Cut line slightly high but very similar to condition A seed 42
• seed 123: High neck. Higher cut line. Similar composition and design to condition A seed 123
• seed 789: High neck. Full body view. Cut line high but same as condition A seed 789
• No clear cut line increase from adding “extreme” was confirmed. Outputs essentially equivalent to condition A

F: super high-cut leotard

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece leotards. Navy + white side panel common
• seed 42: High neck. Cut line medium to high. Similar to conditions A and E
• seed 123: High neck. Higher cut line. Very similar output to condition E seed 123
• seed 789: High neck. Full body view. Cut line high
• No clear cut line increase from adding “super” was confirmed. Outputs essentially equivalent to conditions A and E

G: high-leg leotard, hip bones visible

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece leotards
• seed 42: Sleeveless. Navy + white side panel. Cut line high
• seed 123: High neck. Solid navy without side panel. Very high cut line, stronger high-leg feel than other conditions. “hip bones visible” may have influenced this
• seed 789: High neck. Navy + white side panel. Full body view. Cut line medium to high
• Seed 123’s disappearance of the white side panel turning to solid navy is notable. 1 out of 3 showed a higher cut line than condition A; the remaining 2 were comparable to condition A

H: thong leotard

seed 42	seed 123	seed 789

Observation:

• All 3 output one-piece garments, but clearly different design from other conditions
• seed 42: Scoop neck. Gray-blue + beige side panel. Very high cut line with minimal side fabric
• seed 123: Camisole type. Navy. Large side cutout connected by straps. T-back style design — the highest cut line of all conditions
• seed 789: V-neck. Gray-blue. Large side cutout. Full body view confirming the high cut line
• All 3 out of 3 showed a higher cut line than conditions A through G. The “thong” concept strongly reduces side fabric

Full Condition Comparison Table

Experiment 1: Basic 4 Conditions (A-D)

Condition	seed 42	seed 123	seed 789
A: high-leg leotard
B: high-cut swimsuit
C: high-leg bikini
D: high-cut leotard

Experiment 2: Extreme High-Leg 4 Conditions (E-H)

Condition	seed 42	seed 123	seed 789
E: extreme high-leg leotard
F: super high-cut leotard
G: high-leg leotard, hip bones visible
H: thong leotard

Keyword Tendency Summary

Base Garment (leotard / swimsuit / bikini)

Modifiers (high-leg / high-cut / extreme / super)

No clear difference was confirmed between “high-leg” and “high-cut.” Adding “extreme” or “super” intensifiers showed no additional effect.

Additional Approaches (hip bones visible / thong)

“thong” is an approach that changes the garment type itself, and was the most effective for raising the cut line.

Summary

For high-leg expression, the most stable option is “high-leg leotard” or “high-cut leotard”. Since leotard is interpreted as a one-piece competition garment, the cut line height tends to be reflected.

For the most extreme high-leg look, “thong leotard” is the most effective. While “extreme” and “super” intensifiers showed no additional cut line increase, and “hip bones visible” was unstable, “thong leotard” showed reduced side fabric in all 3 out of 3 images with a clearly raised cut line. Changing the garment type itself proved more effective than intensifying modifiers.

On the other hand, “high-leg bikini” is nearly ineffective. Bikini is strongly interpreted as a separate swimsuit type, and the high-leg modifier gets ignored. To achieve a high-leg feel with a bikini, alternative approaches would be needed (e.g., bikini, high waist cut), but this was not tested here.

“swimsuit” sits in between leotard and bikini — it maintains the one-piece shape but tends to incorporate fashion-oriented designs like cutouts.

Note: thong leotard consistently reduced side fabric area regardless of seed, reliably raising the cut line. Adding high-leg to a bikini, on the other hand, had almost no effect — the bikini concept appears to dominate and override the cut-line specification. Intensifiers like extreme and super produced no change, so changing the garment type itself proved more reliable than boosting intensity through modifiers. hip bones visible only worked 1 out of 3 times and lacks consistency, making thong leotard the most reliable option here.

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