EvaOmni - Basic Understanding - Answer Accuracy: leaderboard
EvaOmni (2026):1027questions from392videos,1FPS and480px long side with audio; shared prompt. Open non-MiMo models use recommended card configurations on8H20GPUs; MiMo and closed models use official APIs. Coverage/bottleneck grounding score correct answers against annotated audio and visual intervals; expert reference uses replay and is retained separately. Score (%).
Metric: Score (%). Source: arxiv.org. Saturation forecast: Around February 2027. 24 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.8 Flash | 73.9 | #24 |
| 2 | Gemini 3.7 Flash | 73.6 | #22 |
| 3 | Gemini 3.5 Flash | 69.5 | #61 |
| 4 | Gemini 3.1 Pro (Preview) | 68.6 | #60 |
| 5 | Gemini 3.6 Flash | 68.4 | #51 |
| 6 | Gemini 2.5 Pro | 65 | #154 |
| 7 | Seed 2.0 Lite | 54.1 | #146 |
| 8 | MiMo-V2.5 | 52.3 | #197 |
| 9 | Qwen3.8 Omni Flash | 52.3 | #33 |
| 10 | Gemini 4 Argon | 52 | #8 |
| 11 | MiMo-V2.6-Flash | 48.6 | #73 |
| 12 | MiMo-V2.6-Pro | 44.3 | #38 |
| 13 | Qwen 3.5 Omni Plus | 42.3 | #98 |
| 14 | Gemini 2.5 Flash | 39.3 | #246 |
| 15 | Gemini 3.1 Flash Lite (Preview) | 39.3 | #198 |
No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=evaomni-basic-understanding-answer-accuracy · How It Works · Data refreshed daily, snapshot 2026-10-22.