UniSense Study - Video - EgoSchema: leaderboard

UniSense (2026): Video-text evaluation from the main paper table. Video-MME has no subtitles; audio-image variants provide spoken questions. Different input modes are separate benchmarks; source-reported comparison results retain their original identities. Score (%); higher is better.

Metric: Score (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 7B65#643
2Qwen 2 VL 2B54.9#1211

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=unisense-study-video-egoschema · How It Works · Data refreshed daily, snapshot 2026-10-21.