AdvSpot - Localization IoU: leaderboard
Metric: Average Localization IoU (%). Source: arxiv.org. Saturation forecast: Around 2032. 23 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 63 |
| 2 | Qwen 3 VL 32B Instruct | 51.9 |
| 3 | GLM-4.6V | 51 |
| 4 | Qwen 3 VL 30B A3B Instruct | 50.6 |
| 5 | Qwen 3 VL 8B Instruct | 49.1 |
| 6 | GLM-4.5V | 48.8 |
| 7 | Qwen 3 VL 235B A22B Instruct | 47.5 |
| 8 | Qwen 3.5 397B A17B | 47 |
| 9 | Kimi K2.5 | 41.6 |
| 10 | Kimi K2.6 | 41.1 |
| 11 | Gemini 3.5 Flash | 40.5 |
| 12 | Qwen 3.5 122B A10B | 38.5 |
| 13 | Gemini 2.5 Pro | 36.2 |
| 14 | GPT-5 | 35 |
| 15 | GPT-5.4 | 34.5 |
Interactive version: theaggregate.ai/benchmark?slug=advspot-localization-iou · How It Works · Data refreshed daily, snapshot 2026-09-24.