VANTAGE-Bench - Single Object Tracking — leaderboard
Metric: Single Object Tracking (%). Source: huggingface.co. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 64.35 |
| 2 | Gemini 3.1 Flash Lite | 46.68 |
| 3 | Qwen 3 VL 32B Instruct | 44.19 |
| 4 | Qwen 3 VL 8B Instruct | 33.12 |
| 5 | Qwen 3.5 27B | 24.4 |
| 6 | Qwen 3.5 9B | 23.52 |
| 7 | gemma-4-E2B-it | 11.58 |
Interactive version: theaggregate.ai/benchmark?slug=vantage-bench-single-object-tracking · How the rankings work · Data refreshed daily, snapshot 2026-07-22.