MEGA-Bench Task - Electricity Future Prediction From Table: leaderboard

The "Electricity Future Prediction From Table" 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: Estimated already saturated. 44 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2 VL 72B77.8#460
2Qwen 2 VL 7B77.3#750
3Claude 3.5 Sonnet (20241022)77.1#291
4Claude 3.5 Sonnet (20240620)76.4#299
5GPT-4o74.2#343
6Gemma 3 27B (IT)73.7#523
7Gemini 2.0 Flash (Preview)73.7#370
8InternVL3-14B73.6#505
9Gemini 1.5 Pro (002)70.9#349
10Gemini 1.5 Flash (002)70.6#583
11GPT-4o Mini70.1#599
12InternVL3-38B69.7#405
13InternVL2.5-78B69.1#431
14Pixtral-12B68#808
15InternVL3-8B66.7#620

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-electricity-future-prediction-from-table · How It Works · Data refreshed daily, snapshot 2026-10-20.