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ResearchFormerly WizWand

Trajectory-based Action Prediction on AndroidControl

48.2Step AccuracyFull Cache
11.59221.09630.640.104Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Full CacheModel=UI-TARS-1.5-7B, KV-cache budget=Full Cache2026.0648.249.75
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.064849.94
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0646.448.92
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0645.245.45
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.064346.59
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.064347.31
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.064247.22
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0641.845.09
Full CacheModel=OpenCUA-7B, KV-cache budget=Full Cache2026.0637.851.8
SnapKVModel=OpenCUA-7B, KV-cache budget=40%2026.0636.849.32
STaR-KVModel=OpenCUA-7B, KV-cache budget=40%2026.0636.850.04
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0636.440.7
PyramidKVModel=OpenCUA-7B, KV-cache budget=40%2026.0635.849.47
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0635.240.72
GUIKVModel=OpenCUA-7B, KV-cache budget=40%2026.0635.247.31
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.063540.04
STaR-KVModel=OpenCUA-7B, KV-cache budget=20%2026.0634.447.01
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0634.239.46
SnapKVModel=OpenCUA-7B, KV-cache budget=20%2026.0633.241.17
PyramidKVModel=OpenCUA-7B, KV-cache budget=20%2026.0631.845.3
SnapKVModel=OpenCUA-7B, KV-cache budget=10%2026.0629.638.27
STaR-KVModel=OpenCUA-7B, KV-cache budget=10%2026.0629.242.67
GUIKVModel=OpenCUA-7B, KV-cache budget=20%2026.0628.843.03
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0625.433.12
PyramidKVModel=OpenCUA-7B, KV-cache budget=10%2026.0624.239.65
GUIKVModel=OpenCUA-7B, KV-cache budget=10%2026.0623.439.16
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0621.832.63
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0621.632.74
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.062132.04
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0619.824.7
SnapKVModel=OpenCUA-7B, KV-cache budget=5%2026.0619.833.62
STaR-KVModel=OpenCUA-7B, KV-cache budget=5%2026.0617.635.89
GUIKVModel=OpenCUA-7B, KV-cache budget=5%2026.0617.433.78
PyramidKVModel=OpenCUA-7B, KV-cache budget=5%2026.061332.72