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ResearchFormerly WizWand

Dial-based measurement reading

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic Clock View split

Qwen3-VL-4B-Instruct + TriSCA

28.7Accuracy

10

Apr 30, 2026

Synthetic Gauge (Combined)

Qwen3-VL-4B-Instruct + TriSCA

18.4Accuracy (%)

5

Apr 30, 2026

Synthetic Gauge Illum

Qwen3-VL-4B-Instruct + TriSCA

20.6Accuracy

5

Apr 30, 2026

Synthetic Gauge (Clean)

Qwen3-VL-4B-Instruct + TriSCA

26.2Accuracy

5

Apr 30, 2026

Synthetic Clock (Combined)

Qwen3-VL-4B-Instruct + TriSCA

20Accuracy (%)

5

Apr 30, 2026

Synthetic Clock Illum

Qwen3-VL-4B-Instruct + TriSCA

26.6Accuracy

5

Apr 30, 2026

Synthetic Clock Clean

Qwen3-VL-4B-Instruct + TriSCA

37.4Accuracy

5

Apr 30, 2026