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Benchmarks
UI-to-Code Generation on Design2Code 50-page (val)
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0.8127
CLIP Similarity
UIPress-256 (E17)
0.730124
0.751562
0.773
0.794438
Apr 10, 2026
CLIP Similarity
95% CI (CLIP Score)
TTFT (ms)
Latency (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIP Similarity
95% CI (CLIP Score)
TTFT (ms)
Latency (s)
UIPress-256 (E17)
Base model=Qwen3-VL-8B...
2026.04
0.8127
0.786
42
90.4
Resolution scaling (480px)
Base model=Qwen3-VL-8B...
2026.04
0.7768
0.749
69
94
Qwen3-VL (native)
Base model=Qwen3-VL-8B...
2026.04
0.7563
0.71
384
124.1
FastV (75% zero)
Base model=Qwen3-VL-8B...
2026.04
0.754
0.727
385
118.2
EfficientUI (60% prune)
Base model=Qwen3-VL-8B...
2026.04
0.7523
0.724
99
99.5
VisionZip-256
Base model=Qwen3-VL-8B...
2026.04
0.7333
0.705
45
110.4
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