AnyGroundBench - Animal SVG: leaderboard
Metric: sIoU@0.3 (%; share of queries whose mean spatial IoU is at least 0.3) on the 157 animal-domain test queries (Animal Kingdom and newly captured mouse-scratching videos), spatial video grounding (the target box within the ground-truth segment), zero-shot, default inference settings (Qwen3.5 with thinking disabled); higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 70.7 |
| 2 | GPT-5.1 | 55.4 |
| 3 | Gemini 3 Flash | 51.5 |
| 4 | Gemini 2.5 Pro | 20.3 |
| 5 | Qwen 3.5 9B (Non-reasoning) | 20.3 |
| 6 | Gemini 2.5 Flash | 15.2 |
| 7 | Qwen 3.5 4B (Non-reasoning) | 13.3 |
| 8 | GPT-4o | 7.64 |
| 9 | InternVL3-14B | 7.64 |
| 10 | InternVL3-8B | 3.82 |
| 11 | InternVL3.5-8B | 0 |
Interactive version: theaggregate.ai/benchmark?slug=anygroundbench-animal-svg · How It Works · Data refreshed daily, snapshot 2026-09-29.