MEGA-Bench Task - Visual Prediction Rater Surface Normal Estimation — leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 90.5 |
| 2 | Gemini 1.5 Pro (002) | 81 |
| 3 | InternVL3-38B | 73.8 |
| 4 | Gemini 2.0 Flash (Preview) | 69 |
| 5 | InternVL3-78B | 66.7 |
| 6 | Claude 3.5 Sonnet (20241022) | 66.7 |
| 7 | GPT-4o | 57.1 |
| 8 | Claude 3.5 Sonnet (20240620) | 57.1 |
| 9 | InternVL2.5-78B | 54.8 |
| 10 | Gemma 3 27B (IT) | 42.9 |
| 11 | Gemini 1.5 Flash (002) | 33.3 |
| 12 | Aquila-VL-2B | 26.2 |
| 13 | InternVL3-14B | 23.8 |
| 14 | Qwen 2 VL 72B | 16.7 |
| 15 | Pixtral-12B | 16.7 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-visual-prediction-rater-surface-normal-estimation · How the rankings work · Data refreshed daily, snapshot 2026-07-22.