SuperCLUE-AdsVU - Creative Element Recognition: leaderboard

SuperCLUE is the Chinese-language evaluation programme run by CLUE; its specialised boards each cover one professional domain and are graded by the organisers rather than self-reported. This board covers advertising video understanding: recognising the individual creative elements in a spot.

Metric: Score. Source: www.superclueai.com. Saturation forecast: Around September 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview) (High)97.78#58 (Gemini 3.1 Pro (Preview))
2Doubao-Seed-2.1-Pro (High)97.04
3MiMo-V2.592.62#196
4Kimi K2.6 (Thinking)91.16#104 (Kimi K2.6)
5GLM-5V Turbo87.54#166
6MiniMax-M373.01#136

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=superclue-adsvu-creative-element-recognition · How It Works · Data refreshed daily, snapshot 2026-10-20.