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ResearchFormerly WizWand

Grounding on ScreenSpot V2

94.73Grounding AccuracyGUIrilla-See (7B)
-1.917223.173948.26573.3561Oct 16, 2025Nov 25, 2025Jan 5, 2026Feb 15, 2026Mar 28, 2026May 8, 2026Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GUIrilla-See (7B)Platform=macOS, Data=Synthetic, # Images=4.2K2025.1094.73——
Fara1.5-27BModel=Fara1.5-27B2026.0694.4——
Fara1.5-9BModel=Fara1.5-9B2026.0694——
Fara1.5-4BModel=Fara1.5-4B2026.0692.3——
UI-TARS (7B)Platform=Multi-OS, Data=Real + Synthetic, # Images=∼20M (est.)2025.1091.6——
Full CacheModel=OpenCUA-7B, KV-cache budget=Full Cache2026.0691.13—51.8
STaR-KVModel=OpenCUA-7B, KV-cache budget=40%2026.0691.05—50.04
PyramidKVModel=OpenCUA-7B, KV-cache budget=40%2026.0691.02—49.47
SnapKVModel=OpenCUA-7B, KV-cache budget=40%2026.0691.02—49.32
UI-TARS (72B)Platform=Multi-OS, Data=Real + Synthetic, # Images=∼20M (est.)2025.1090.3——
STaR-KVModel=OpenCUA-7B, KV-cache budget=20%2026.0689.92—47.01
GUIrilla-See (3B)Platform=macOS, Data=Synthetic, # Images=4.2K2025.1089.54——
GUIKVModel=OpenCUA-7B, KV-cache budget=40%2026.0689.1—47.31
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0688.95—49.94
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0688.9—47.31
PyramidKVModel=OpenCUA-7B, KV-cache budget=20%2026.0688.8—45.3
Full CacheModel=UI-TARS-1.5-7B, KV-cache budget=Full Cache2026.0688.79—49.75
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0688.51—48.92
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0688.46—46.59
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0688.34—47.22
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0688.28—45.09
GUIKVModel=OpenCUA-7B, KV-cache budget=20%2026.0688.04—43.03
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=40%2026.0687.58—45.45
Qwen 2.5 VL (7B)Platform=Multi-OS, Data=Real + Synthetic, # Images=-2025.1087.5——
STaR-KVModel=OpenCUA-7B, KV-cache budget=10%2026.0687.01—42.67
PyramidKVModel=OpenCUA-7B, KV-cache budget=10%2026.0686.29—39.65
GUIKVModel=OpenCUA-7B, KV-cache budget=10%2026.0686.02—39.16
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0685.39—40.72
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0685.35—40.7
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0685.32—40.04
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=20%2026.0684.74—39.46
UI-TARS (2B)Platform=Multi-OS, Data=Real + Synthetic, # Images=∼20M (est.)2025.1084.7——
STaR-KVModel=OpenCUA-7B, KV-cache budget=5%2026.0683.58—35.89
OS-Atlas (7B)Platform=Multi-OS, Data=Synthetic, # Images=2.2M2025.1083.3——
GUIKVModel=OpenCUA-7B, KV-cache budget=5%2026.0681.84—33.78
PyramidKVModel=OpenCUA-7B, KV-cache budget=5%2026.0681.16—32.72
STaR-KVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0677.54—32.74
ShowUI (2B)Platform=Multi-OS, Data=Real + Synthetic, # Images=256K2025.1077.3——
GUIKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0677.15—32.63
SnapKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0676.71—32.04
UGround (7B)Platform=Web + Android, Data=Real, # Images=1.3M2025.1076.3——
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=10%2026.0675.77—33.12
SnapKVModel=OpenCUA-7B, KV-cache budget=5%2026.0673.11—33.62
SnapKVModel=OpenCUA-7B, KV-cache budget=10%2026.0672.11—38.27
SnapKVModel=OpenCUA-7B, KV-cache budget=20%2026.0667.96—41.17
Qwen 2.5 VL (3B)Platform=Multi-OS, Data=Real + Synthetic, # Images=-2025.1062.34——
PyramidKVModel=UI-TARS-1.5-7B, KV-cache budget=5%2026.0657.39—24.7
GUIrilla-See (0.7B)Platform=macOS, Data=Synthetic, # Images=4.2K2025.1053.55——
CogAgent (18B)Platform=Multi-OS, Data=Real + Synthetic, # Images=40M2025.1052.8——
Florence-2 (0.7B)Platform=Multi-OS, Data=Real + Synthetic, # Images=-2025.101.8——
AguvisSize=8B, TTFT ↓ (ms)=119.7, TPOT ↓ (ms/token)=21.22026.04—85.6—
ClaudeVersion=3.72026.04—87.6—
CogAgentSize=18B, TTFT ↓ (ms)=1253.2, TPOT ↓ (ms/token)=208.82026.04—49.2—
FaraParameters=7B2026.04—89.3—
Ferret-UISize=8B, TTFT ↓ (ms)=152.5, TPOT ↓ (ms/token)=22.92026.04—7.8—
Ferret-UISize=3B, TTFT ↓ (ms)=69.5, TPOT ↓ (ms/token)=9.82026.04—1.9—
GeminiVersion=3-Pro2026.04—93.7—
GoClick-BSize=0.2B, TTFT ↓ (ms)=37.7, TPOT ↓ (ms/token)=4.12026.04—75.2—
GoClick-LSize=0.8B, TTFT ↓ (ms)=91.1, TPOT ↓ (ms/token)=8.32026.04—81.1—
GPT-4o2026.04—20.4—
GTA1-32Bdesign=end-to-end2026.02—95.2—
GTA1-7Bdesign=end-to-end2026.02—92.4—
GUI-Owl-32Bdesign=end-to-end2026.02—93.1—
GUI-Owl-7Bdesign=end-to-end2026.02—92.8—
Holo1Parameters=7B2026.04—89.9—
Holo2-30B-A3Bdesign=end-to-end2026.02—94.9—
Holo2-8Bdesign=end-to-end2026.02—93.2—
MAI-UI-2Bdesign=end-to-end2026.02—92.5—
MAI-UI-32Bdesign=end-to-end2026.02—96.5—
MAI-UI-8Bdesign=end-to-end2026.02—95.2—
MolmoWebParameters=4B2026.04—89.5—
MolmoWeb-GroundParameters=8B2026.04—91.8—
OpenAI CUA2026.04—87.9—
OpenCUA-32Bdesign=end-to-end2026.02—93.4—
OpenCUA-72Bdesign=end-to-end2026.02—92.9—
OpenCUA-7Bdesign=end-to-end2026.02—92.3—
OS-ATLAS-4BSize=4B, TTFT ↓ (ms)=137.3, TPOT ↓ (ms/token)=31.42026.04—68.7—
OS-ATLAS-8BSize=8B, TTFT ↓ (ms)=137.5, TPOT ↓ (ms/token)=19.92026.04—84.1—
Qwen2-VLSize=2B, TTFT ↓ (ms)=58.8, TPOT ↓ (ms/token)=16.42026.04—18.6—
Qwen2.5VLParameters=7B2026.04—89.3—
Qwen2VL-7BSize=8B, TTFT ↓ (ms)=118.9, TPOT ↓ (ms/token)=21.22026.04—66.9—
Qwen3-VL-2Breproduction=true, design=end-to-end2026.02—85.6—
Qwen3-VL-30B-A3Breproduction=true, design=end-to-end2026.02—91.7—
Qwen3-VL-8Breproduction=true, design=end-to-end2026.02—92.1—
SeeClickSize=10B, TTFT ↓ (ms)=160.4, TPOT ↓ (ms/token)=184.42026.04—54—
ShowUISize=2B, TTFT ↓ (ms)=79.7, TPOT ↓ (ms/token)=14.72026.04—77.4—
Step-GUI-4Bdesign=end-to-end2026.02—93.6—
Step-GUI-8Bdesign=end-to-end2026.02—95.1—
UGroundParameters=7B2026.04—76.3—
UGroundSize=7B, TTFT ↓ (ms)=1034.6, TPOT ↓ (ms/token)=27.92026.04—76.5—
UI-TARS-1.5-7Bdesign=end-to-end2026.02—91.6—
UI-Venus-1.0-72Bdesign=end-to-end2026.02—95.3—
UI-Venus-1.0-7Bdesign=end-to-end2026.02—94.1—
UI-Venus-1.5-2Bdesign=end-to-end2026.02—92.8—
UI-Venus-1.5-30B-A3Bdesign=end-to-end2026.02—96.2—
UI-Venus-1.5-8Bdesign=end-to-end2026.02—95.9—