MEGA-Bench Task - AV Multicamera Tracking Predict BBox: leaderboard
The "AV Multicamera Tracking Predict BBox" subtask of MEGA-Bench Task. A single task from MEGA-Bench, a large-scale multimodal evaluation suite that scores vision-language models across 500+ real-world tasks spanning perception, reasoning, OCR, charts, documents, and multi-image understanding.
Metric: Task Score (%). Source: huggingface.co. Saturation forecast: Not forecast. 44 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Pro (Preview 03-25) | 13.4 | #123 |
| 2 | Qwen 2 VL 72B | 8 | #460 |
| 3 | Gemma 3 27B (IT) | 5.4 | #523 |
| 4 | GPT-4o Mini | 4.7 | #599 |
| 5 | Gemini 2.0 Flash (Preview) | 4.5 | #370 |
| 6 | GPT-4o | 3.8 | #343 |
| 7 | Claude 3.5 Sonnet (20240620) | 3.8 | #299 |
| 8 | MiniCPM-V-2.6 | 3.4 | #836 |
| 9 | Qwen 2 VL 2B | 3.4 | #1220 |
| 10 | Aquila-VL-2B | 3.4 | #1238 |
| 11 | InternVL2-8B | 3.2 | #817 |
| 12 | Llama 3.2 11B | 3.2 | #1199 |
| 13 | Qwen 2 VL 7B | 2.7 | #750 |
| 14 | Gemma 3 12B (IT) | 2.4 | #664 |
| 15 | Claude 3.5 Sonnet (20241022) | 2.3 | #291 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-av-multicamera-tracking-predict-bbox · How It Works · Data refreshed daily, snapshot 2026-10-20.