Meta Muse Spark Open Card - Video-MME v2 (Subtitles, No Audio): leaderboard
Meta Muse Spark Open release evaluation: Zero-shot video understanding on all 3,200 questions over 800 videos, subtitles enabled and audio disabled; official grouped scoring. Only internal runs; Muse/Inkling xhigh and Kimi max where included.
Metric: Grouped accuracy (%). Source: huggingface.co. Saturation forecast: Around March 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Kimi K3 (Max) | 65.4 | #30 (Kimi K3) |
| 2 | Muse Spark Open (xHigh) | 61.5 | #22 (Muse Spark Open) |
| 3 | Inkling (xHigh) | 36.9 | #122 (Inkling) |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=meta-muse-spark-open-card-video-mme-v2-subtitles-no-audio · How It Works · Data refreshed daily, snapshot 2026-10-16.