MEGA-Bench Task - Monthly Weather Days Count: leaderboard

The "Monthly Weather Days Count" 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: Around January 2028. 44 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2 VL 72B54.8#460
2GPT-4o Mini50#599
3InternVL2.5-78B45.2#431
4Gemini 2.5 Pro (Preview 03-25)42.9#123
5Gemini 2.0 Flash (Preview)42.9#370
6Claude 3.5 Sonnet (20241022)40.5#291
7GLM-4.1V-9B (Thinking)40.5#472 (GLM-4.1V-9B)
8GPT-4o35.7#343
9Claude 3.5 Sonnet (20240620)35.7#299
10InternVL3-78B33.3#352
11Gemma 3 12B (IT)31#664
12Gemini 1.5 Flash (002)31#583
13Qwen 2 VL 7B31#750
14Pixtral-12B31#808
15InternVL3-8B28.6#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-monthly-weather-days-count · How It Works · Data refreshed daily, snapshot 2026-10-20.