MMNeedle (10 Images, 4*4 Stitching, Exact Accuracy) — leaderboard
Metric: 10 Images, 4*4 Stitching, Exact Accuracy. Source: huggingface.co. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 26.9 |
| 2 | Gemini 1.5 Pro | 6.09 |
| 3 | Claude 3 Opus | 0.4 |
| 4 | Gemini 1.0 Pro | 0.4 |
Interactive version: theaggregate.ai/benchmark?slug=mmneedle-10-images-4-star4-stitching-exact-accuracy · How the rankings work · Data refreshed daily, snapshot 2026-07-22.