MEGA-Bench Task - Graph Hamiltonian Path: leaderboard
The "Graph Hamiltonian Path" 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 | Llama 3.2 11B | 48.2 | #1199 |
| 2 | Gemma 3 27B (IT) | 46.8 | #523 |
| 3 | GLM-4.1V-9B (Thinking) | 45.8 | #472 (GLM-4.1V-9B) |
| 4 | Aquila-VL-2B | 41.1 | #1238 |
| 5 | Gemini 2.5 Pro (Preview 03-25) | 41 | #123 |
| 6 | InternVL2-8B | 39.3 | #817 |
| 7 | Qwen 2 VL 7B | 39.3 | #750 |
| 8 | InternVL2.5-2B | 38.2 | #1249 |
| 9 | Claude 3.5 Sonnet (20240620) | 37.5 | #299 |
| 10 | GPT-4o | 36.6 | #343 |
| 11 | Gemini 1.5 Flash (002) | 36.5 | #583 |
| 12 | InternVL3-38B | 36.2 | #405 |
| 13 | Gemma 3 12B (IT) | 35.4 | #664 |
| 14 | InternVL3-14B | 34.8 | #505 |
| 15 | Llama 4 Scout Base | 33.9 | #707 |
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-graph-hamiltonian-path · How It Works · Data refreshed daily, snapshot 2026-10-20.