MEGA-Bench Task - ILI Ratio Future Prediction: leaderboard

Metric: Task Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Claude 3.5 Sonnet (20240620)34
2Gemini 1.5 Pro (002)26.9
3Claude 3.5 Sonnet (20241022)23.9
4InternVL3-38B18.1
5GPT-4o12.5
6Gemini 1.5 Flash (002)11.6
7Gemini 2.5 Pro (Preview 03-25)11.6
8InternVL3-8B10.2
9Llama 4 Scout Base9
10InternVL3-78B6.3
11Gemma 3 4B (IT)5.6
12Qwen 2 VL 72B5.3
13Gemma 3 27B (IT)3.9
14InternVL2.5-78B2.2
15InternVL2-8B1.8

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-ili-ratio-future-prediction · How It Works · Data refreshed daily, snapshot 2026-09-05.